Dataset statistics
| DF1 | DF2 | |
|---|---|---|
| Number of variables | 29 | 29 |
| Number of observations | 7000 | 2000 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 1.5 MiB | 428.2 KiB |
| Average record size in memory | 219.1 B | 219.2 B |
Variable types
| DF1 | DF2 | |
|---|---|---|
| Numeric | 19 | 19 |
| Categorical | 10 | 10 |
| DF1 | DF2 | |
|---|---|---|
balance_indicator is highly imbalanced (54.1%) | balance_indicator is highly imbalanced (53.1%) | Imbalance |
balance_salary_ratio is highly skewed (γ1 = 79.44816936) | Alert not present in this dataset | Skewed |
credit_salary_ratio is highly skewed (γ1 = 76.20886866) | credit_salary_ratio is highly skewed (γ1 = 20.90980362) | Skewed |
estimated_salary has unique values | estimated_salary has unique values | Unique |
customer_value_normalized has unique values | customer_value_normalized has unique values | Unique |
credit_salary_ratio has unique values | credit_salary_ratio has unique values | Unique |
tenure has 297 (4.2%) zeros | tenure has 78 (3.9%) zeros | Zeros |
balance has 2503 (35.8%) zeros | balance has 726 (36.3%) zeros | Zeros |
balance_sqrt has 2503 (35.8%) zeros | balance_sqrt has 726 (36.3%) zeros | Zeros |
age_balance has 2503 (35.8%) zeros | age_balance has 726 (36.3%) zeros | Zeros |
balance_salary_ratio has 2503 (35.8%) zeros | balance_salary_ratio has 726 (36.3%) zeros | Zeros |
tenure_age_ratio has 297 (4.2%) zeros | tenure_age_ratio has 78 (3.9%) zeros | Zeros |
Reproduction
| DF1 | DF2 | |
|---|---|---|
| Analysis started | 2024-04-29 17:05:21.515120 | 2024-04-29 17:05:38.952029 |
| Analysis finished | 2024-04-29 17:05:38.950251 | 2024-04-29 17:05:55.827054 |
| Duration | 17.44 seconds | 16.88 seconds |
| Software version | ydata-profiling vv4.7.0 | ydata-profiling vv4.7.0 |
| Download configuration | config.json | config.json |
credit_score
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 450 | 407 |
| Distinct (%) | 6.4% | 20.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 651.23957 | 649.634 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 350 | 350 |
| Maximum | 850 | 850 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 350 | 350 |
| 5-th percentile | 489 | 489 |
| Q1 | 584 | 582 |
| median | 652 | 650 |
| Q3 | 718 | 718 |
| 95-th percentile | 812 | 813 |
| Maximum | 850 | 850 |
| Range | 500 | 500 |
| Interquartile range (IQR) | 134 | 136 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 96.686656 | 96.899467 |
| Coefficient of variation (CV) | 0.14846557 | 0.14916009 |
| Kurtosis | -0.42999216 | -0.45064277 |
| Mean | 651.23957 | 649.634 |
| Median Absolute Deviation (MAD) | 67 | 68 |
| Skewness | -0.086413127 | -0.040033766 |
| Sum | 4558677 | 1299268 |
| Variance | 9348.3094 | 9389.5068 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 850 | 159 | 2.3% |
| 678 | 47 | 0.7% |
| 705 | 39 | 0.6% |
| 710 | 37 | 0.5% |
| 667 | 37 | 0.5% |
| 652 | 37 | 0.5% |
| 645 | 36 | 0.5% |
| 648 | 36 | 0.5% |
| 637 | 35 | 0.5% |
| 640 | 35 | 0.5% |
| Other values (440) | 6502 |
| Value | Count | Frequency (%) |
| 850 | 50 | 2.5% |
| 655 | 16 | 0.8% |
| 633 | 16 | 0.8% |
| 683 | 15 | 0.8% |
| 651 | 14 | 0.7% |
| 554 | 14 | 0.7% |
| 670 | 14 | 0.7% |
| 678 | 13 | 0.7% |
| 663 | 12 | 0.6% |
| 660 | 12 | 0.6% |
| Other values (397) | 1824 |
| Value | Count | Frequency (%) |
| 350 | 3 | |
| 358 | 1 | < 0.1% |
| 359 | 1 | < 0.1% |
| 363 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 367 | 1 | < 0.1% |
| 373 | 1 | < 0.1% |
| 376 | 2 | |
| 401 | 1 | < 0.1% |
| 404 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 350 | 1 | 0.1% |
| 351 | 1 | 0.1% |
| 386 | 1 | 0.1% |
| 395 | 1 | 0.1% |
| 407 | 1 | 0.1% |
| 411 | 1 | 0.1% |
| 415 | 1 | 0.1% |
| 416 | 3 | |
| 420 | 1 | 0.1% |
| 422 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 350 | 1 | < 0.1% |
| 351 | 1 | < 0.1% |
| 386 | 1 | < 0.1% |
| 395 | 1 | < 0.1% |
| 407 | 1 | < 0.1% |
| 411 | 1 | < 0.1% |
| 415 | 1 | < 0.1% |
| 416 | 3 | |
| 420 | 1 | < 0.1% |
| 422 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 350 | 3 | |
| 358 | 1 | 0.1% |
| 359 | 1 | 0.1% |
| 363 | 1 | 0.1% |
| 365 | 1 | 0.1% |
| 367 | 1 | 0.1% |
| 373 | 1 | 0.1% |
| 376 | 2 | |
| 401 | 1 | 0.1% |
| 404 | 1 | 0.1% |
geography
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| France | |
|---|---|
| Germany | |
| Spain |
| France | |
|---|---|
| Germany | |
| Spain |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 7 | 7 |
| Median length | 6.5 | 6 |
| Mean length | 6.0014286 | 6.0145 |
| Min length | 5 | 5 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 42010 | 12029 |
| Distinct characters | 12 | 12 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | Germany | France |
| 2nd row | Germany | Germany |
| 3rd row | Germany | Spain |
| 4th row | Germany | Spain |
| 5th row | Germany | Spain |
Common Values
| Value | Count | Frequency (%) |
| France | 3500 | |
| Germany | 1755 | |
| Spain | 1745 |
| Value | Count | Frequency (%) |
| France | 1021 | |
| Germany | 504 | |
| Spain | 475 |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| france | 3500 | |
| germany | 1755 | |
| spain | 1745 |
| Value | Count | Frequency (%) |
| france | 1021 | |
| germany | 504 | |
| spain | 475 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7000 | |
| n | 7000 | |
| r | 5255 | |
| e | 5255 | |
| F | 3500 | |
| c | 3500 | |
| G | 1755 | 4.2% |
| m | 1755 | 4.2% |
| y | 1755 | 4.2% |
| S | 1745 | 4.2% |
| Other values (2) | 3490 |
| Value | Count | Frequency (%) |
| a | 2000 | |
| n | 2000 | |
| r | 1525 | |
| e | 1525 | |
| F | 1021 | |
| c | 1021 | |
| G | 504 | 4.2% |
| m | 504 | 4.2% |
| y | 504 | 4.2% |
| S | 475 | 3.9% |
| Other values (2) | 950 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42010 |
| Value | Count | Frequency (%) |
| (unknown) | 12029 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 7000 | |
| n | 7000 | |
| r | 5255 | |
| e | 5255 | |
| F | 3500 | |
| c | 3500 | |
| G | 1755 | 4.2% |
| m | 1755 | 4.2% |
| y | 1755 | 4.2% |
| S | 1745 | 4.2% |
| Other values (2) | 3490 |
| Value | Count | Frequency (%) |
| a | 2000 | |
| n | 2000 | |
| r | 1525 | |
| e | 1525 | |
| F | 1021 | |
| c | 1021 | |
| G | 504 | 4.2% |
| m | 504 | 4.2% |
| y | 504 | 4.2% |
| S | 475 | 3.9% |
| Other values (2) | 950 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42010 |
| Value | Count | Frequency (%) |
| (unknown) | 12029 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 7000 | |
| n | 7000 | |
| r | 5255 | |
| e | 5255 | |
| F | 3500 | |
| c | 3500 | |
| G | 1755 | 4.2% |
| m | 1755 | 4.2% |
| y | 1755 | 4.2% |
| S | 1745 | 4.2% |
| Other values (2) | 3490 |
| Value | Count | Frequency (%) |
| a | 2000 | |
| n | 2000 | |
| r | 1525 | |
| e | 1525 | |
| F | 1021 | |
| c | 1021 | |
| G | 504 | 4.2% |
| m | 504 | 4.2% |
| y | 504 | 4.2% |
| S | 475 | 3.9% |
| Other values (2) | 950 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42010 |
| Value | Count | Frequency (%) |
| (unknown) | 12029 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 7000 | |
| n | 7000 | |
| r | 5255 | |
| e | 5255 | |
| F | 3500 | |
| c | 3500 | |
| G | 1755 | 4.2% |
| m | 1755 | 4.2% |
| y | 1755 | 4.2% |
| S | 1745 | 4.2% |
| Other values (2) | 3490 |
| Value | Count | Frequency (%) |
| a | 2000 | |
| n | 2000 | |
| r | 1525 | |
| e | 1525 | |
| F | 1021 | |
| c | 1021 | |
| G | 504 | 4.2% |
| m | 504 | 4.2% |
| y | 504 | 4.2% |
| S | 475 | 3.9% |
| Other values (2) | 950 |
gender
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| Male | |
|---|---|
| Female |
| Male | |
|---|---|
| Female |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 6 | 6 |
| Median length | 4 | 4 |
| Mean length | 4.9 | 4.93 |
| Min length | 4 | 4 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 34300 | 9860 |
| Distinct characters | 6 | 6 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | Female | Male |
| 2nd row | Male | Male |
| 3rd row | Female | Female |
| 4th row | Male | Male |
| 5th row | Female | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 3850 | |
| Female | 3150 |
| Value | Count | Frequency (%) |
| Male | 1070 | |
| Female | 930 |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| male | 3850 | |
| female | 3150 |
| Value | Count | Frequency (%) |
| male | 1070 | |
| female | 930 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10150 | |
| a | 7000 | |
| l | 7000 | |
| M | 3850 | 11.2% |
| F | 3150 | 9.2% |
| m | 3150 | 9.2% |
| Value | Count | Frequency (%) |
| e | 2930 | |
| a | 2000 | |
| l | 2000 | |
| M | 1070 | 10.9% |
| F | 930 | 9.4% |
| m | 930 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34300 |
| Value | Count | Frequency (%) |
| (unknown) | 9860 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 10150 | |
| a | 7000 | |
| l | 7000 | |
| M | 3850 | 11.2% |
| F | 3150 | 9.2% |
| m | 3150 | 9.2% |
| Value | Count | Frequency (%) |
| e | 2930 | |
| a | 2000 | |
| l | 2000 | |
| M | 1070 | 10.9% |
| F | 930 | 9.4% |
| m | 930 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34300 |
| Value | Count | Frequency (%) |
| (unknown) | 9860 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 10150 | |
| a | 7000 | |
| l | 7000 | |
| M | 3850 | 11.2% |
| F | 3150 | 9.2% |
| m | 3150 | 9.2% |
| Value | Count | Frequency (%) |
| e | 2930 | |
| a | 2000 | |
| l | 2000 | |
| M | 1070 | 10.9% |
| F | 930 | 9.4% |
| m | 930 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34300 |
| Value | Count | Frequency (%) |
| (unknown) | 9860 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 10150 | |
| a | 7000 | |
| l | 7000 | |
| M | 3850 | 11.2% |
| F | 3150 | 9.2% |
| m | 3150 | 9.2% |
| Value | Count | Frequency (%) |
| e | 2930 | |
| a | 2000 | |
| l | 2000 | |
| M | 1070 | 10.9% |
| F | 930 | 9.4% |
| m | 930 | 9.4% |
age
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 69 | 62 |
| Distinct (%) | 1.0% | 3.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 39.033 | 38.8225 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 18 | 18 |
| Maximum | 92 | 85 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 18 | 18 |
| 5-th percentile | 25 | 25 |
| Q1 | 32 | 32 |
| median | 37 | 37 |
| Q3 | 44 | 44 |
| 95-th percentile | 60 | 59.05 |
| Maximum | 92 | 85 |
| Range | 74 | 67 |
| Interquartile range (IQR) | 12 | 12 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 10.537907 | 10.332055 |
| Coefficient of variation (CV) | 0.26997431 | 0.26613576 |
| Kurtosis | 1.4722848 | 1.1127748 |
| Mean | 39.033 | 38.8225 |
| Median Absolute Deviation (MAD) | 6 | 6 |
| Skewness | 1.0410561 | 0.90743236 |
| Sum | 273231 | 77645 |
| Variance | 111.04749 | 106.75137 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 342 | 4.9% |
| 38 | 340 | 4.9% |
| 35 | 337 | 4.8% |
| 40 | 321 | 4.6% |
| 36 | 319 | 4.6% |
| 34 | 314 | 4.5% |
| 33 | 305 | 4.4% |
| 39 | 300 | 4.3% |
| 31 | 289 | 4.1% |
| 32 | 277 | 4.0% |
| Other values (59) | 3856 |
| Value | Count | Frequency (%) |
| 36 | 102 | 5.1% |
| 38 | 99 | 5.0% |
| 32 | 93 | 4.7% |
| 37 | 92 | 4.6% |
| 33 | 91 | 4.5% |
| 34 | 88 | 4.4% |
| 35 | 80 | 4.0% |
| 40 | 76 | 3.8% |
| 39 | 74 | 3.7% |
| 31 | 73 | 3.6% |
| Other values (52) | 1132 |
| Value | Count | Frequency (%) |
| 18 | 15 | 0.2% |
| 19 | 17 | 0.2% |
| 20 | 27 | 0.4% |
| 21 | 33 | 0.5% |
| 22 | 53 | 0.8% |
| 23 | 67 | |
| 24 | 88 | |
| 25 | 107 | |
| 26 | 138 | |
| 27 | 151 |
| Value | Count | Frequency (%) |
| 18 | 5 | 0.2% |
| 19 | 7 | 0.4% |
| 20 | 7 | 0.4% |
| 21 | 12 | 0.6% |
| 22 | 20 | |
| 23 | 20 | |
| 24 | 28 | |
| 25 | 30 | |
| 26 | 42 | |
| 27 | 45 |
| Value | Count | Frequency (%) |
| 18 | 5 | 0.1% |
| 19 | 7 | 0.1% |
| 20 | 7 | 0.1% |
| 21 | 12 | 0.2% |
| 22 | 20 | |
| 23 | 20 | |
| 24 | 28 | |
| 25 | 30 | |
| 26 | 42 | |
| 27 | 45 |
| Value | Count | Frequency (%) |
| 18 | 15 | 0.8% |
| 19 | 17 | 0.9% |
| 20 | 27 | 1.4% |
| 21 | 33 | 1.7% |
| 22 | 53 | 2.6% |
| 23 | 67 | |
| 24 | 88 | |
| 25 | 107 | |
| 26 | 138 | |
| 27 | 151 |
tenure
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 11 | 11 |
| Distinct (%) | 0.2% | 0.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 5.0295714 | 4.9975 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 10 | 10 |
| Zeros | 297 | 78 |
| Zeros (%) | 4.2% | 3.9% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 1 | 1 |
| Q1 | 3 | 2 |
| median | 5 | 5 |
| Q3 | 8 | 7 |
| 95-th percentile | 9 | 10 |
| Maximum | 10 | 10 |
| Range | 10 | 10 |
| Interquartile range (IQR) | 5 | 5 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 2.906921 | 2.8743042 |
| Coefficient of variation (CV) | 0.57796595 | 0.57514841 |
| Kurtosis | -1.1768023 | -1.1343309 |
| Mean | 5.0295714 | 4.9975 |
| Median Absolute Deviation (MAD) | 3 | 2 |
| Skewness | 0.0067025671 | 0.0020004045 |
| Sum | 35207 | 9995 |
| Variance | 8.4501898 | 8.2616246 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 739 | |
| 8 | 723 | |
| 9 | 716 | |
| 1 | 711 | |
| 7 | 711 | |
| 3 | 705 | |
| 5 | 704 | |
| 4 | 691 | |
| 6 | 654 | |
| 10 | 349 |
| Value | Count | Frequency (%) |
| 1 | 226 | |
| 6 | 220 | |
| 5 | 212 | |
| 7 | 209 | |
| 2 | 201 | |
| 8 | 201 | |
| 4 | 193 | |
| 3 | 183 | |
| 9 | 175 | |
| 10 | 102 |
| Value | Count | Frequency (%) |
| 0 | 297 | |
| 1 | 711 | |
| 2 | 739 | |
| 3 | 705 | |
| 4 | 691 | |
| 5 | 704 | |
| 6 | 654 | |
| 7 | 711 | |
| 8 | 723 | |
| 9 | 716 |
| Value | Count | Frequency (%) |
| 0 | 78 | 3.9% |
| 1 | 226 | |
| 2 | 201 | |
| 3 | 183 | |
| 4 | 193 | |
| 5 | 212 | |
| 6 | 220 | |
| 7 | 209 | |
| 8 | 201 | |
| 9 | 175 |
| Value | Count | Frequency (%) |
| 0 | 78 | 1.1% |
| 1 | 226 | |
| 2 | 201 | |
| 3 | 183 | |
| 4 | 193 | |
| 5 | 212 | |
| 6 | 220 | |
| 7 | 209 | |
| 8 | 201 | |
| 9 | 175 |
| Value | Count | Frequency (%) |
| 0 | 297 | |
| 1 | 711 | |
| 2 | 739 | |
| 3 | 705 | |
| 4 | 691 | |
| 5 | 704 | |
| 6 | 654 | |
| 7 | 711 | |
| 8 | 723 | |
| 9 | 716 |
balance
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4496 | 1275 |
| Distinct (%) | 64.2% | 63.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 76766.164 | 76904.616 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 238387.56 | 250898.09 |
| Zeros | 2503 | 726 |
| Zeros (%) | 35.8% | 36.3% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 97421.94 | 97431.12 |
| Q3 | 127762.89 | 127884.34 |
| 95-th percentile | 162280.33 | 163763.95 |
| Maximum | 238387.56 | 250898.09 |
| Range | 238387.56 | 250898.09 |
| Interquartile range (IQR) | 127762.89 | 127884.34 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 62175.002 | 62791.27 |
| Coefficient of variation (CV) | 0.80992717 | 0.81648246 |
| Kurtosis | -1.4844437 | -1.4796893 |
| Mean | 76766.164 | 76904.616 |
| Median Absolute Deviation (MAD) | 45979.975 | 47413.805 |
| Skewness | -0.15346302 | -0.1391239 |
| Sum | 5.3736315 × 108 | 1.5380923 × 108 |
| Variance | 3.8657309 × 109 | 3.9427436 × 109 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 130170.82 | 2 | < 0.1% |
| 105473.74 | 2 | < 0.1% |
| 152926.6 | 1 | < 0.1% |
| 148654.84 | 1 | < 0.1% |
| 157498.9 | 1 | < 0.1% |
| 120481.69 | 1 | < 0.1% |
| 140720.93 | 1 | < 0.1% |
| 157228.61 | 1 | < 0.1% |
| 147751.75 | 1 | < 0.1% |
| Other values (4486) | 4486 |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 109472.47 | 1 | 0.1% |
| 62391.22 | 1 | 0.1% |
| 128472.8 | 1 | 0.1% |
| 97092.87 | 1 | 0.1% |
| 127523.75 | 1 | 0.1% |
| 116099.82 | 1 | 0.1% |
| 153166.17 | 1 | 0.1% |
| 120782.7 | 1 | 0.1% |
| 119852.01 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 3768.69 | 1 | < 0.1% |
| 12459.19 | 1 | < 0.1% |
| 14262.8 | 1 | < 0.1% |
| 16893.59 | 1 | < 0.1% |
| 23503.31 | 1 | < 0.1% |
| 24043.45 | 1 | < 0.1% |
| 27288.43 | 1 | < 0.1% |
| 27517.15 | 1 | < 0.1% |
| 27755.97 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 37702.79 | 1 | 0.1% |
| 38848.19 | 1 | 0.1% |
| 40915.55 | 1 | 0.1% |
| 44582.07 | 1 | 0.1% |
| 45144.43 | 1 | 0.1% |
| 45752.78 | 1 | 0.1% |
| 46323.57 | 1 | 0.1% |
| 46520.69 | 1 | 0.1% |
| 47020.65 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 37702.79 | 1 | < 0.1% |
| 38848.19 | 1 | < 0.1% |
| 40915.55 | 1 | < 0.1% |
| 44582.07 | 1 | < 0.1% |
| 45144.43 | 1 | < 0.1% |
| 45752.78 | 1 | < 0.1% |
| 46323.57 | 1 | < 0.1% |
| 46520.69 | 1 | < 0.1% |
| 47020.65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 3768.69 | 1 | 0.1% |
| 12459.19 | 1 | 0.1% |
| 14262.8 | 1 | 0.1% |
| 16893.59 | 1 | 0.1% |
| 23503.31 | 1 | 0.1% |
| 24043.45 | 1 | 0.1% |
| 27288.43 | 1 | 0.1% |
| 27517.15 | 1 | 0.1% |
| 27755.97 | 1 | 0.1% |
num_of_products
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4 | 4 |
| Distinct (%) | 0.1% | 0.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 182 |
| 4 | 44 |
| 1 | |
|---|---|
| 2 | |
| 3 | 59 |
| 4 | 10 |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 7000 | 2000 |
| Distinct characters | 4 | 4 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | 2 | 2 |
| 2nd row | 2 | 2 |
| 3rd row | 2 | 2 |
| 4th row | 1 | 2 |
| 5th row | 1 | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3577 | |
| 2 | 3197 | |
| 3 | 182 | 2.6% |
| 4 | 44 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1013 | |
| 2 | 918 | |
| 3 | 59 | 2.9% |
| 4 | 10 | 0.5% |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| 1 | 3577 | |
| 2 | 3197 | |
| 3 | 182 | 2.6% |
| 4 | 44 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1013 | |
| 2 | 918 | |
| 3 | 59 | 2.9% |
| 4 | 10 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3577 | |
| 2 | 3197 | |
| 3 | 182 | 2.6% |
| 4 | 44 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1013 | |
| 2 | 918 | |
| 3 | 59 | 2.9% |
| 4 | 10 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3577 | |
| 2 | 3197 | |
| 3 | 182 | 2.6% |
| 4 | 44 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1013 | |
| 2 | 918 | |
| 3 | 59 | 2.9% |
| 4 | 10 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3577 | |
| 2 | 3197 | |
| 3 | 182 | 2.6% |
| 4 | 44 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1013 | |
| 2 | 918 | |
| 3 | 59 | 2.9% |
| 4 | 10 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3577 | |
| 2 | 3197 | |
| 3 | 182 | 2.6% |
| 4 | 44 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1013 | |
| 2 | 918 | |
| 3 | 59 | 2.9% |
| 4 | 10 | 0.5% |
has_cr_card
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| 1 | |
|---|---|
| 0 |
| 1 | |
|---|---|
| 0 |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 7000 | 2000 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | 0 | 1 |
| 2nd row | 0 | 0 |
| 3rd row | 1 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4978 | |
| 0 | 2022 |
| Value | Count | Frequency (%) |
| 1 | 1385 | |
| 0 | 615 |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| 1 | 4978 | |
| 0 | 2022 |
| Value | Count | Frequency (%) |
| 1 | 1385 | |
| 0 | 615 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4978 | |
| 0 | 2022 |
| Value | Count | Frequency (%) |
| 1 | 1385 | |
| 0 | 615 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4978 | |
| 0 | 2022 |
| Value | Count | Frequency (%) |
| 1 | 1385 | |
| 0 | 615 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4978 | |
| 0 | 2022 |
| Value | Count | Frequency (%) |
| 1 | 1385 | |
| 0 | 615 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4978 | |
| 0 | 2022 |
| Value | Count | Frequency (%) |
| 1 | 1385 | |
| 0 | 615 |
is_active_member
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| 1 | |
|---|---|
| 0 |
| 1 | |
|---|---|
| 0 |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 7000 | 2000 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | 1 | 0 |
| 2nd row | 1 | 0 |
| 3rd row | 0 | 1 |
| 4th row | 1 | 0 |
| 5th row | 1 | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3616 | |
| 0 | 3384 |
| Value | Count | Frequency (%) |
| 1 | 1032 | |
| 0 | 968 |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| 1 | 3616 | |
| 0 | 3384 |
| Value | Count | Frequency (%) |
| 1 | 1032 | |
| 0 | 968 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3616 | |
| 0 | 3384 |
| Value | Count | Frequency (%) |
| 1 | 1032 | |
| 0 | 968 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3616 | |
| 0 | 3384 |
| Value | Count | Frequency (%) |
| 1 | 1032 | |
| 0 | 968 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3616 | |
| 0 | 3384 |
| Value | Count | Frequency (%) |
| 1 | 1032 | |
| 0 | 968 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7000 |
| Value | Count | Frequency (%) |
| (unknown) | 2000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3616 | |
| 0 | 3384 |
| Value | Count | Frequency (%) |
| 1 | 1032 | |
| 0 | 968 |
estimated_salary
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 7000 | 2000 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 99760.893 | 101527.95 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 11.58 | 96.27 |
| Maximum | 199992.48 | 199929.17 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 11.58 | 96.27 |
| 5-th percentile | 9903.3685 | 9629.446 |
| Q1 | 50895.31 | 52042.318 |
| median | 99653.25 | 101927.99 |
| Q3 | 148312.11 | 152230.29 |
| 95-th percentile | 189729.65 | 190298.64 |
| Maximum | 199992.48 | 199929.17 |
| Range | 199980.9 | 199832.9 |
| Interquartile range (IQR) | 97416.798 | 100187.97 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 57251.801 | 58198.98 |
| Coefficient of variation (CV) | 0.57389023 | 0.5732311 |
| Kurtosis | -1.175156 | -1.2073805 |
| Mean | 99760.893 | 101527.95 |
| Median Absolute Deviation (MAD) | 48749.97 | 50029.66 |
| Skewness | 0.0027084494 | -0.019385085 |
| Sum | 6.9832625 × 108 | 2.0305591 × 108 |
| Variance | 3.2777688 × 109 | 3.3871213 × 109 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 116548.02 | 1 | < 0.1% |
| 117034.32 | 1 | < 0.1% |
| 155485.24 | 1 | < 0.1% |
| 28805.09 | 1 | < 0.1% |
| 82276.62 | 1 | < 0.1% |
| 50046.25 | 1 | < 0.1% |
| 94875.03 | 1 | < 0.1% |
| 36221.18 | 1 | < 0.1% |
| 152108.47 | 1 | < 0.1% |
| 124382.9 | 1 | < 0.1% |
| Other values (6990) | 6990 |
| Value | Count | Frequency (%) |
| 94283.09 | 1 | 0.1% |
| 27619.06 | 1 | 0.1% |
| 192434.11 | 1 | 0.1% |
| 186476.91 | 1 | 0.1% |
| 81313.51 | 1 | 0.1% |
| 74771.22 | 1 | 0.1% |
| 191417.42 | 1 | 0.1% |
| 148087.62 | 1 | 0.1% |
| 93261.69 | 1 | 0.1% |
| 63940.68 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 11.58 | 1 | |
| 90.07 | 1 | |
| 91.75 | 1 | |
| 106.67 | 1 | |
| 123.07 | 1 | |
| 143.34 | 1 | |
| 178.19 | 1 | |
| 247.36 | 1 | |
| 343.38 | 1 | |
| 371.05 | 1 |
| Value | Count | Frequency (%) |
| 96.27 | 1 | |
| 142.81 | 1 | |
| 216.27 | 1 | |
| 236.45 | 1 | |
| 287.99 | 1 | |
| 332.81 | 1 | |
| 428.23 | 1 | |
| 502.7 | 1 | |
| 600.36 | 1 | |
| 667.66 | 1 |
| Value | Count | Frequency (%) |
| 96.27 | 1 | |
| 142.81 | 1 | |
| 216.27 | 1 | |
| 236.45 | 1 | |
| 287.99 | 1 | |
| 332.81 | 1 | |
| 428.23 | 1 | |
| 502.7 | 1 | |
| 600.36 | 1 | |
| 667.66 | 1 |
| Value | Count | Frequency (%) |
| 11.58 | 1 | |
| 90.07 | 1 | |
| 91.75 | 1 | |
| 106.67 | 1 | |
| 123.07 | 1 | |
| 143.34 | 1 | |
| 178.19 | 1 | |
| 247.36 | 1 | |
| 343.38 | 1 | |
| 371.05 | 1 |
age_squared
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 69 | 62 |
| Distinct (%) | 1.0% | 3.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 1634.6067 | 1613.8845 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 324 | 324 |
| Maximum | 8464 | 7225 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 324 | 324 |
| 5-th percentile | 625 | 625 |
| Q1 | 1024 | 1024 |
| median | 1369 | 1369 |
| Q3 | 1936 | 1936 |
| 95-th percentile | 3600 | 3486.95 |
| Maximum | 8464 | 7225 |
| Range | 8140 | 6901 |
| Interquartile range (IQR) | 912 | 912 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 953.78172 | 913.36444 |
| Coefficient of variation (CV) | 0.58349309 | 0.56594164 |
| Kurtosis | 5.0250023 | 4.1440543 |
| Mean | 1634.6067 | 1613.8845 |
| Median Absolute Deviation (MAD) | 408 | 408 |
| Skewness | 1.9294882 | 1.756241 |
| Sum | 11442247 | 3227769 |
| Variance | 909699.57 | 834234.59 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 1369 | 342 | 4.9% |
| 1444 | 340 | 4.9% |
| 1225 | 337 | 4.8% |
| 1600 | 321 | 4.6% |
| 1296 | 319 | 4.6% |
| 1156 | 314 | 4.5% |
| 1089 | 305 | 4.4% |
| 1521 | 300 | 4.3% |
| 961 | 289 | 4.1% |
| 1024 | 277 | 4.0% |
| Other values (59) | 3856 |
| Value | Count | Frequency (%) |
| 1296 | 102 | 5.1% |
| 1444 | 99 | 5.0% |
| 1024 | 93 | 4.7% |
| 1369 | 92 | 4.6% |
| 1089 | 91 | 4.5% |
| 1156 | 88 | 4.4% |
| 1225 | 80 | 4.0% |
| 1600 | 76 | 3.8% |
| 1521 | 74 | 3.7% |
| 961 | 73 | 3.6% |
| Other values (52) | 1132 |
| Value | Count | Frequency (%) |
| 324 | 15 | 0.2% |
| 361 | 17 | 0.2% |
| 400 | 27 | 0.4% |
| 441 | 33 | 0.5% |
| 484 | 53 | 0.8% |
| 529 | 67 | |
| 576 | 88 | |
| 625 | 107 | |
| 676 | 138 | |
| 729 | 151 |
| Value | Count | Frequency (%) |
| 324 | 5 | 0.2% |
| 361 | 7 | 0.4% |
| 400 | 7 | 0.4% |
| 441 | 12 | 0.6% |
| 484 | 20 | |
| 529 | 20 | |
| 576 | 28 | |
| 625 | 30 | |
| 676 | 42 | |
| 729 | 45 |
| Value | Count | Frequency (%) |
| 324 | 5 | 0.1% |
| 361 | 7 | 0.1% |
| 400 | 7 | 0.1% |
| 441 | 12 | 0.2% |
| 484 | 20 | |
| 529 | 20 | |
| 576 | 28 | |
| 625 | 30 | |
| 676 | 42 | |
| 729 | 45 |
| Value | Count | Frequency (%) |
| 324 | 15 | 0.8% |
| 361 | 17 | 0.9% |
| 400 | 27 | 1.4% |
| 441 | 33 | 1.7% |
| 484 | 53 | 2.6% |
| 529 | 67 | |
| 576 | 88 | |
| 625 | 107 | |
| 676 | 138 | |
| 729 | 151 |
balance_sqrt
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4496 | 1275 |
| Distinct (%) | 64.2% | 63.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 220.15025 | 219.5452 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 488.24949 | 500.89728 |
| Zeros | 2503 | 726 |
| Zeros (%) | 35.8% | 36.3% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 312.12488 | 312.13958 |
| Q3 | 357.43935 | 357.6092 |
| 95-th percentile | 402.84033 | 404.67758 |
| Maximum | 488.24949 | 500.89728 |
| Range | 488.24949 | 500.89728 |
| Interquartile range (IQR) | 357.43935 | 357.6092 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 168.23814 | 169.46646 |
| Coefficient of variation (CV) | 0.76419691 | 0.77189785 |
| Kurtosis | -1.6278862 | -1.647571 |
| Mean | 220.15025 | 219.5452 |
| Median Absolute Deviation (MAD) | 68.244166 | 69.781781 |
| Skewness | -0.45794452 | -0.44164774 |
| Sum | 1541051.8 | 439090.39 |
| Variance | 28304.073 | 28718.883 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 360.7919345 | 2 | < 0.1% |
| 324.7672089 | 2 | < 0.1% |
| 391.0583077 | 1 | < 0.1% |
| 385.5578296 | 1 | < 0.1% |
| 396.8613108 | 1 | < 0.1% |
| 347.1047248 | 1 | < 0.1% |
| 375.1278849 | 1 | < 0.1% |
| 396.52063 | 1 | < 0.1% |
| 384.3848982 | 1 | < 0.1% |
| Other values (4486) | 4486 |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 330.8662419 | 1 | 0.1% |
| 249.7823453 | 1 | 0.1% |
| 358.4310254 | 1 | 0.1% |
| 311.5972882 | 1 | 0.1% |
| 357.1046765 | 1 | 0.1% |
| 340.7342366 | 1 | 0.1% |
| 391.3644976 | 1 | 0.1% |
| 347.5380555 | 1 | 0.1% |
| 346.1964905 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 61.38965711 | 1 | < 0.1% |
| 111.6207418 | 1 | < 0.1% |
| 119.4269651 | 1 | < 0.1% |
| 129.9753438 | 1 | < 0.1% |
| 153.3078928 | 1 | < 0.1% |
| 155.0595047 | 1 | < 0.1% |
| 165.1921003 | 1 | < 0.1% |
| 165.8829407 | 1 | < 0.1% |
| 166.6012305 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 194.1720629 | 1 | 0.1% |
| 197.0994419 | 1 | 0.1% |
| 202.2759254 | 1 | 0.1% |
| 211.144666 | 1 | 0.1% |
| 212.4721864 | 1 | 0.1% |
| 213.8989949 | 1 | 0.1% |
| 215.2291105 | 1 | 0.1% |
| 215.686555 | 1 | 0.1% |
| 216.8424543 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 194.1720629 | 1 | < 0.1% |
| 197.0994419 | 1 | < 0.1% |
| 202.2759254 | 1 | < 0.1% |
| 211.144666 | 1 | < 0.1% |
| 212.4721864 | 1 | < 0.1% |
| 213.8989949 | 1 | < 0.1% |
| 215.2291105 | 1 | < 0.1% |
| 215.686555 | 1 | < 0.1% |
| 216.8424543 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 61.38965711 | 1 | 0.1% |
| 111.6207418 | 1 | 0.1% |
| 119.4269651 | 1 | 0.1% |
| 129.9753438 | 1 | 0.1% |
| 153.3078928 | 1 | 0.1% |
| 155.0595047 | 1 | 0.1% |
| 165.1921003 | 1 | 0.1% |
| 165.8829407 | 1 | 0.1% |
| 166.6012305 | 1 | 0.1% |
log_credit_score
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 450 | 407 |
| Distinct (%) | 6.4% | 20.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 6.467421 | 6.4649044 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 5.8579332 | 5.8579332 |
| Maximum | 6.7452363 | 6.7452363 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 5.8579332 | 5.8579332 |
| 5-th percentile | 6.1923625 | 6.1923625 |
| Q1 | 6.369901 | 6.3664704 |
| median | 6.4800446 | 6.4769724 |
| Q3 | 6.5764696 | 6.5764696 |
| 95-th percentile | 6.6995003 | 6.7007311 |
| Maximum | 6.7452363 | 6.7452363 |
| Range | 0.8873032 | 0.8873032 |
| Interquartile range (IQR) | 0.20656859 | 0.20999912 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 0.15321895 | 0.15337975 |
| Coefficient of variation (CV) | 0.023690889 | 0.023724983 |
| Kurtosis | -0.020372932 | -0.077132742 |
| Mean | 6.467421 | 6.4649044 |
| Median Absolute Deviation (MAD) | 0.10198058 | 0.10365967 |
| Skewness | -0.46675066 | -0.41722623 |
| Sum | 45271.947 | 12929.809 |
| Variance | 0.023476047 | 0.023525347 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 6.745236349 | 159 | 2.3% |
| 6.519147288 | 47 | 0.7% |
| 6.558197803 | 39 | 0.6% |
| 6.56526497 | 37 | 0.5% |
| 6.502790046 | 37 | 0.5% |
| 6.480044562 | 37 | 0.5% |
| 6.469250317 | 36 | 0.5% |
| 6.473890696 | 36 | 0.5% |
| 6.456769656 | 35 | 0.5% |
| 6.461468176 | 35 | 0.5% |
| Other values (440) | 6502 |
| Value | Count | Frequency (%) |
| 6.745236349 | 50 | 2.5% |
| 6.484635236 | 16 | 0.8% |
| 6.450470422 | 16 | 0.8% |
| 6.52649486 | 15 | 0.8% |
| 6.478509642 | 14 | 0.7% |
| 6.317164687 | 14 | 0.7% |
| 6.507277712 | 14 | 0.7% |
| 6.519147288 | 13 | 0.7% |
| 6.49677499 | 12 | 0.6% |
| 6.492239835 | 12 | 0.6% |
| Other values (397) | 1824 |
| Value | Count | Frequency (%) |
| 5.857933154 | 3 | |
| 5.880532986 | 1 | < 0.1% |
| 5.883322388 | 1 | < 0.1% |
| 5.894402834 | 1 | < 0.1% |
| 5.899897354 | 1 | < 0.1% |
| 5.905361848 | 1 | < 0.1% |
| 5.92157842 | 1 | < 0.1% |
| 5.929589143 | 2 | |
| 5.993961427 | 1 | < 0.1% |
| 6.001414878 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.857933154 | 1 | 0.1% |
| 5.860786223 | 1 | 0.1% |
| 5.955837369 | 1 | 0.1% |
| 5.978885765 | 1 | 0.1% |
| 6.008813185 | 1 | 0.1% |
| 6.018593214 | 1 | 0.1% |
| 6.02827852 | 1 | 0.1% |
| 6.03068526 | 3 | |
| 6.040254711 | 1 | 0.1% |
| 6.045005314 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5.857933154 | 1 | < 0.1% |
| 5.860786223 | 1 | < 0.1% |
| 5.955837369 | 1 | < 0.1% |
| 5.978885765 | 1 | < 0.1% |
| 6.008813185 | 1 | < 0.1% |
| 6.018593214 | 1 | < 0.1% |
| 6.02827852 | 1 | < 0.1% |
| 6.03068526 | 3 | |
| 6.040254711 | 1 | < 0.1% |
| 6.045005314 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.857933154 | 3 | |
| 5.880532986 | 1 | 0.1% |
| 5.883322388 | 1 | 0.1% |
| 5.894402834 | 1 | 0.1% |
| 5.899897354 | 1 | 0.1% |
| 5.905361848 | 1 | 0.1% |
| 5.92157842 | 1 | 0.1% |
| 5.929589143 | 2 | |
| 5.993961427 | 1 | 0.1% |
| 6.001414878 | 1 | 0.1% |
credit_score_num_of_products
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 1017 | 761 |
| Distinct (%) | 14.5% | 38.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 995.03243 | 997.491 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 350 | 350 |
| Maximum | 3400 | 3388 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 350 | 350 |
| 5-th percentile | 520 | 521 |
| Q1 | 650 | 648 |
| median | 850 | 850 |
| Q3 | 1316 | 1320 |
| 95-th percentile | 1622 | 1662.1 |
| Maximum | 3400 | 3388 |
| Range | 3050 | 3038 |
| Interquartile range (IQR) | 666 | 672 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 410.78181 | 415.66819 |
| Coefficient of variation (CV) | 0.41283258 | 0.41671373 |
| Kurtosis | 1.1566989 | 1.1166481 |
| Mean | 995.03243 | 997.491 |
| Median Absolute Deviation (MAD) | 288 | 284 |
| Skewness | 0.90106661 | 0.91152712 |
| Sum | 6965227 | 1994982 |
| Variance | 168741.69 | 172780.05 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 850 | 96 | 1.4% |
| 1700 | 63 | 0.9% |
| 678 | 26 | 0.4% |
| 682 | 24 | 0.3% |
| 640 | 23 | 0.3% |
| 637 | 22 | 0.3% |
| 632 | 21 | 0.3% |
| 1304 | 21 | 0.3% |
| 1356 | 21 | 0.3% |
| 676 | 20 | 0.3% |
| Other values (1007) | 6663 |
| Value | Count | Frequency (%) |
| 1700 | 30 | 1.5% |
| 850 | 18 | 0.9% |
| 1356 | 9 | 0.4% |
| 1366 | 9 | 0.4% |
| 621 | 9 | 0.4% |
| 569 | 8 | 0.4% |
| 1266 | 8 | 0.4% |
| 670 | 8 | 0.4% |
| 674 | 8 | 0.4% |
| 1310 | 8 | 0.4% |
| Other values (751) | 1885 |
| Value | Count | Frequency (%) |
| 350 | 2 | |
| 359 | 1 | |
| 365 | 1 | |
| 367 | 1 | |
| 373 | 1 | |
| 376 | 1 | |
| 401 | 1 | |
| 404 | 1 | |
| 405 | 1 | |
| 410 | 2 |
| Value | Count | Frequency (%) |
| 350 | 1 | |
| 351 | 1 | |
| 386 | 1 | |
| 395 | 1 | |
| 407 | 1 | |
| 411 | 1 | |
| 415 | 1 | |
| 416 | 1 | |
| 422 | 1 | |
| 428 | 1 |
| Value | Count | Frequency (%) |
| 350 | 1 | |
| 351 | 1 | |
| 386 | 1 | |
| 395 | 1 | |
| 407 | 1 | |
| 411 | 1 | |
| 415 | 1 | |
| 416 | 1 | |
| 422 | 1 | |
| 428 | 1 |
| Value | Count | Frequency (%) |
| 350 | 2 | |
| 359 | 1 | |
| 365 | 1 | |
| 367 | 1 | |
| 373 | 1 | |
| 376 | 1 | |
| 401 | 1 | |
| 404 | 1 | |
| 405 | 1 | |
| 410 | 2 |
age_balance
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4498 | 1275 |
| Distinct (%) | 64.3% | 63.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 3012420.6 | 2998205.4 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 13796953 | 11946143 |
| Zeros | 2503 | 726 |
| Zeros (%) | 35.8% | 36.3% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 3366175.5 | 3455230.8 |
| Q3 | 4921123.9 | 4886729 |
| 95-th percentile | 7314968.2 | 7217582.3 |
| Maximum | 13796953 | 11946143 |
| Range | 13796953 | 11946143 |
| Interquartile range (IQR) | 4921123.9 | 4886729 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 2647210.7 | 2626962.1 |
| Coefficient of variation (CV) | 0.87876529 | 0.87617816 |
| Kurtosis | -0.64606154 | -0.84466152 |
| Mean | 3012420.6 | 2998205.4 |
| Median Absolute Deviation (MAD) | 2472185.2 | 2369925.7 |
| Skewness | 0.33506615 | 0.27183429 |
| Sum | 2.1086944 × 1010 | 5.9964109 × 109 |
| Variance | 7.0077244 × 1012 | 6.90093 × 1012 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 7567577.05 | 1 | < 0.1% |
| 4740724.6 | 1 | < 0.1% |
| 4310990.36 | 1 | < 0.1% |
| 6614953.8 | 1 | < 0.1% |
| 5180712.67 | 1 | < 0.1% |
| 4080906.97 | 1 | < 0.1% |
| 3930715.25 | 1 | < 0.1% |
| 8865105 | 1 | < 0.1% |
| 7403445.98 | 1 | < 0.1% |
| Other values (4488) | 4488 |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 5254678.56 | 1 | 0.1% |
| 3805864.42 | 1 | 0.1% |
| 7194476.8 | 1 | 0.1% |
| 4757550.63 | 1 | 0.1% |
| 5228473.75 | 1 | 0.1% |
| 2438096.22 | 1 | 0.1% |
| 5820314.46 | 1 | 0.1% |
| 5797569.6 | 1 | 0.1% |
| 5393340.45 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 150747.6 | 1 | < 0.1% |
| 499198 | 1 | < 0.1% |
| 573122.74 | 1 | < 0.1% |
| 709530.78 | 1 | < 0.1% |
| 750575.49 | 1 | < 0.1% |
| 804923.13 | 1 | < 0.1% |
| 829147.68 | 1 | < 0.1% |
| 965392.8 | 1 | < 0.1% |
| 965929.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 1268382.05 | 1 | 0.1% |
| 1329022.76 | 1 | 0.1% |
| 1391114.25 | 1 | 0.1% |
| 1462633.04 | 1 | 0.1% |
| 1476231.22 | 1 | 0.1% |
| 1485505.28 | 1 | 0.1% |
| 1545814.39 | 1 | 0.1% |
| 1562073.75 | 1 | 0.1% |
| 1586407.09 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 1268382.05 | 1 | < 0.1% |
| 1329022.76 | 1 | < 0.1% |
| 1391114.25 | 1 | < 0.1% |
| 1462633.04 | 1 | < 0.1% |
| 1476231.22 | 1 | < 0.1% |
| 1485505.28 | 1 | < 0.1% |
| 1545814.39 | 1 | < 0.1% |
| 1562073.75 | 1 | < 0.1% |
| 1586407.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 150747.6 | 1 | 0.1% |
| 499198 | 1 | 0.1% |
| 573122.74 | 1 | 0.1% |
| 709530.78 | 1 | 0.1% |
| 750575.49 | 1 | 0.1% |
| 804923.13 | 1 | 0.1% |
| 829147.68 | 1 | 0.1% |
| 965392.8 | 1 | 0.1% |
| 965929.2 | 1 | 0.1% |
engagement_score
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 14 | 14 |
| Distinct (%) | 0.2% | 0.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.77714286 | 0.77235 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0.2 | 0.2 |
| Maximum | 1.6 | 1.6 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0.2 | 0.2 |
| 5-th percentile | 0.2 | 0.2 |
| Q1 | 0.5 | 0.5 |
| median | 0.7 | 0.7 |
| Q3 | 1 | 1 |
| 95-th percentile | 1.2 | 1.2 |
| Maximum | 1.6 | 1.6 |
| Range | 1.4 | 1.4 |
| Interquartile range (IQR) | 0.5 | 0.5 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 0.30767272 | 0.30446153 |
| Coefficient of variation (CV) | 0.3959024 | 0.39420151 |
| Kurtosis | -0.93332288 | -0.90326565 |
| Mean | 0.77714286 | 0.77235 |
| Median Absolute Deviation (MAD) | 0.3 | 0.2 |
| Skewness | -0.07934171 | -0.054009501 |
| Sum | 5440 | 1544.7 |
| Variance | 0.094662503 | 0.092696826 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 1600 | |
| 0.5 | 1268 | |
| 1 | 1266 | |
| 1.2 | 1223 | |
| 0.2 | 499 | 7.1% |
| 0.9 | 484 | 6.9% |
| 0.4 | 434 | 6.2% |
| 0.9 | 80 | 1.1% |
| 1.4 | 57 | 0.8% |
| 1.1 | 36 | 0.5% |
| Other values (4) | 53 | 0.8% |
| Value | Count | Frequency (%) |
| 0.7 | 466 | |
| 0.5 | 362 | |
| 1 | 346 | |
| 1.2 | 334 | |
| 0.9 | 156 | 7.8% |
| 0.2 | 139 | 7.0% |
| 0.4 | 128 | 6.4% |
| 0.9 | 20 | 1.0% |
| 1.4 | 15 | 0.8% |
| 0.6 | 14 | 0.7% |
| Other values (4) | 20 | 1.0% |
| Value | Count | Frequency (%) |
| 0.2 | 499 | 7.1% |
| 0.4 | 434 | 6.2% |
| 0.5 | 1268 | |
| 0.6 | 24 | 0.3% |
| 0.7 | 1600 | |
| 0.8 | 8 | 0.1% |
| 0.9 | 484 | 6.9% |
| 0.9 | 80 | 1.1% |
| 1 | 1266 | |
| 1.1 | 36 | 0.5% |
| Value | Count | Frequency (%) |
| 0.2 | 139 | 7.0% |
| 0.4 | 128 | 6.4% |
| 0.5 | 362 | |
| 0.6 | 14 | 0.7% |
| 0.7 | 466 | |
| 0.8 | 1 | 0.1% |
| 0.9 | 156 | 7.8% |
| 0.9 | 20 | 1.0% |
| 1 | 346 | |
| 1.1 | 14 | 0.7% |
| Value | Count | Frequency (%) |
| 0.2 | 139 | 2.0% |
| 0.4 | 128 | 1.8% |
| 0.5 | 362 | |
| 0.6 | 14 | 0.2% |
| 0.7 | 466 | |
| 0.8 | 1 | < 0.1% |
| 0.9 | 156 | 2.2% |
| 0.9 | 20 | 0.3% |
| 1 | 346 | |
| 1.1 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 0.2 | 499 | 24.9% |
| 0.4 | 434 | 21.7% |
| 0.5 | 1268 | |
| 0.6 | 24 | 1.2% |
| 0.7 | 1600 | |
| 0.8 | 8 | 0.4% |
| 0.9 | 484 | 24.2% |
| 0.9 | 80 | 4.0% |
| 1 | 1266 | |
| 1.1 | 36 | 1.8% |
customer_value_normalized
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 7000 | 2000 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 1.2027386 | 1.197587 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0.25053337 | 0.25345542 |
| Maximum | 2.5375859 | 2.3276345 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0.25053337 | 0.25345542 |
| 5-th percentile | 0.56935022 | 0.57264544 |
| Q1 | 0.92172949 | 0.91463852 |
| median | 1.199899 | 1.1928979 |
| Q3 | 1.475621 | 1.4656813 |
| 95-th percentile | 1.8458169 | 1.8412474 |
| Maximum | 2.5375859 | 2.3276345 |
| Range | 2.2870525 | 2.0741791 |
| Interquartile range (IQR) | 0.55389152 | 0.55104274 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 0.38943458 | 0.38603944 |
| Coefficient of variation (CV) | 0.32378987 | 0.32234773 |
| Kurtosis | -0.389514 | -0.46498492 |
| Mean | 1.2027386 | 1.197587 |
| Median Absolute Deviation (MAD) | 0.27670984 | 0.27548181 |
| Skewness | 0.08197722 | 0.075895436 |
| Sum | 8419.1702 | 2395.1739 |
| Variance | 0.15165929 | 0.14902645 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 1.659941081 | 1 | < 0.1% |
| 1.085193603 | 1 | < 0.1% |
| 1.277455432 | 1 | < 0.1% |
| 1.267615586 | 1 | < 0.1% |
| 1.322082792 | 1 | < 0.1% |
| 0.750240659 | 1 | < 0.1% |
| 1.229795576 | 1 | < 0.1% |
| 1.02141587 | 1 | < 0.1% |
| 1.010570947 | 1 | < 0.1% |
| 1.781488283 | 1 | < 0.1% |
| Other values (6990) | 6990 |
| Value | Count | Frequency (%) |
| 0.9715824609 | 1 | 0.1% |
| 1.107916034 | 1 | 0.1% |
| 1.461182986 | 1 | 0.1% |
| 1.694766597 | 1 | 0.1% |
| 0.9067115869 | 1 | 0.1% |
| 1.010969852 | 1 | 0.1% |
| 1.715695287 | 1 | 0.1% |
| 1.453437381 | 1 | 0.1% |
| 1.326945298 | 1 | 0.1% |
| 1.051218096 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.2505333701 | 1 | |
| 0.2508909835 | 1 | |
| 0.2529130595 | 1 | |
| 0.2535260326 | 1 | |
| 0.2540354517 | 1 | |
| 0.2547222276 | 1 | |
| 0.2563143874 | 1 | |
| 0.2636990651 | 1 | |
| 0.2670441409 | 1 | |
| 0.2687053533 | 1 |
| Value | Count | Frequency (%) |
| 0.2534554237 | 1 | |
| 0.2535337515 | 1 | |
| 0.2552535105 | 1 | |
| 0.2628050849 | 1 | |
| 0.2687516409 | 1 | |
| 0.2743172119 | 1 | |
| 0.2770532809 | 1 | |
| 0.2883472307 | 1 | |
| 0.2949296618 | 1 | |
| 0.3001916254 | 1 |
| Value | Count | Frequency (%) |
| 0.2534554237 | 1 | |
| 0.2535337515 | 1 | |
| 0.2552535105 | 1 | |
| 0.2628050849 | 1 | |
| 0.2687516409 | 1 | |
| 0.2743172119 | 1 | |
| 0.2770532809 | 1 | |
| 0.2883472307 | 1 | |
| 0.2949296618 | 1 | |
| 0.3001916254 | 1 |
| Value | Count | Frequency (%) |
| 0.2505333701 | 1 | |
| 0.2508909835 | 1 | |
| 0.2529130595 | 1 | |
| 0.2535260326 | 1 | |
| 0.2540354517 | 1 | |
| 0.2547222276 | 1 | |
| 0.2563143874 | 1 | |
| 0.2636990651 | 1 | |
| 0.2670441409 | 1 | |
| 0.2687053533 | 1 |
product_density
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4500 | 1278 |
| Distinct (%) | 64.3% | 63.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 638142.86 | 646000 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 4.1948498 × 10-6 | 4.6916154 × 10-6 |
| Maximum | 4000000 | 4000000 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 4.1948498 × 10-6 | 4.6916154 × 10-6 |
| 5-th percentile | 6.4993284 × 10-6 | 6.4329992 × 10-6 |
| Q1 | 8.8615179 × 10-6 | 8.901386 × 10-6 |
| median | 1.6330692 × 10-5 | 1.6236267 × 10-5 |
| Q3 | 2000000 | 2000000 |
| 95-th percentile | 2000000 | 2000000 |
| Maximum | 4000000 | 4000000 |
| Range | 4000000 | 4000000 |
| Interquartile range (IQR) | 2000000 | 2000000 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 905951.48 | 904484.96 |
| Coefficient of variation (CV) | 1.4196688 | 1.4001315 |
| Kurtosis | -0.77815576 | -0.96291425 |
| Mean | 638142.86 | 646000 |
| Median Absolute Deviation (MAD) | 9.1101498 × 10-6 | 9.0888596 × 10-6 |
| Skewness | 0.90465887 | 0.85368883 |
| Sum | 4.467 × 109 | 1.292 × 109 |
| Variance | 8.2074809 × 1011 | 8.1809305 × 1011 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 2000000 | 1800 | |
| 1000000 | 627 | 9.0% |
| 3000000 | 64 | 0.9% |
| 4000000 | 12 | 0.2% |
| 9.481032909 × 10-6 | 2 | < 0.1% |
| 1.453569607 × 10-5 | 1 | < 0.1% |
| 6.349250693 × 10-6 | 1 | < 0.1% |
| 8.300016376 × 10-6 | 1 | < 0.1% |
| 7.106263439 × 10-6 | 1 | < 0.1% |
| 1.272033124 × 10-5 | 1 | < 0.1% |
| Other values (4490) | 4490 |
| Value | Count | Frequency (%) |
| 2000000 | 523 | |
| 1000000 | 182 | 9.1% |
| 3000000 | 20 | 1.0% |
| 9.134716701 × 10-6 | 1 | 0.1% |
| 1.602789623 × 10-5 | 1 | 0.1% |
| 7.783748778 × 10-6 | 1 | 0.1% |
| 1.029941745 × 10-5 | 1 | 0.1% |
| 7.84167655 × 10-6 | 1 | 0.1% |
| 8.613277781 × 10-6 | 1 | 0.1% |
| 6.528856862 × 10-6 | 1 | 0.1% |
| Other values (1268) | 1268 |
| Value | Count | Frequency (%) |
| 4.194849765 × 10-6 | 1 | |
| 4.49908068 × 10-6 | 1 | |
| 4.514004247 × 10-6 | 1 | |
| 4.627275717 × 10-6 | 1 | |
| 4.701612846 × 10-6 | 1 | |
| 4.710004327 × 10-6 | 1 | |
| 4.722008066 × 10-6 | 1 | |
| 4.773492757 × 10-6 | 1 | |
| 4.803869305 × 10-6 | 1 | |
| 4.855264563 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 4.691615426 × 10-6 | 1 | |
| 4.701538795 × 10-6 | 1 | |
| 4.838777967 × 10-6 | 1 | |
| 4.846613175 × 10-6 | 1 | |
| 5.140524989 × 10-6 | 1 | |
| 5.177970738 × 10-6 | 1 | |
| 5.197289904 × 10-6 | 1 | |
| 5.214426336 × 10-6 | 1 | |
| 5.24743685 × 10-6 | 1 | |
| 5.261315327 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 4.691615426 × 10-6 | 1 | |
| 4.701538795 × 10-6 | 1 | |
| 4.838777967 × 10-6 | 1 | |
| 4.846613175 × 10-6 | 1 | |
| 5.140524989 × 10-6 | 1 | |
| 5.177970738 × 10-6 | 1 | |
| 5.197289904 × 10-6 | 1 | |
| 5.214426336 × 10-6 | 1 | |
| 5.24743685 × 10-6 | 1 | |
| 5.261315327 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 4.194849765 × 10-6 | 1 | |
| 4.49908068 × 10-6 | 1 | |
| 4.514004247 × 10-6 | 1 | |
| 4.627275717 × 10-6 | 1 | |
| 4.701612846 × 10-6 | 1 | |
| 4.710004327 × 10-6 | 1 | |
| 4.722008066 × 10-6 | 1 | |
| 4.773492757 × 10-6 | 1 | |
| 4.803869305 × 10-6 | 1 | |
| 4.855264563 × 10-6 | 1 |
balance_salary_ratio
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4498 | 1275 |
| Distinct (%) | 64.3% | 63.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 4.4616606 | 2.5059504 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 10614.655 | 437.98084 |
| Zeros | 2503 | 726 |
| Zeros (%) | 35.8% | 36.3% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0.75523955 | 0.74294631 |
| Q3 | 1.5158796 | 1.5214014 |
| 95-th percentile | 7.1034608 | 6.924535 |
| Maximum | 10614.655 | 437.98084 |
| Range | 10614.655 | 437.98084 |
| Interquartile range (IQR) | 1.5158796 | 1.5214014 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 129.16404 | 15.176226 |
| Coefficient of variation (CV) | 28.949767 | 6.0560758 |
| Kurtosis | 6510.1802 | 460.14466 |
| Mean | 4.4616606 | 2.5059504 |
| Median Absolute Deviation (MAD) | 0.75523955 | 0.74294631 |
| Skewness | 79.448169 | 19.56743 |
| Sum | 31231.624 | 5011.9008 |
| Variance | 16683.348 | 230.31782 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1.180563256 | 1 | < 0.1% |
| 3.004457179 | 1 | < 0.1% |
| 5.160714304 | 1 | < 0.1% |
| 1.914260698 | 1 | < 0.1% |
| 1.269898834 | 1 | < 0.1% |
| 3.885045435 | 1 | < 0.1% |
| 1.264069338 | 1 | < 0.1% |
| 1.675075199 | 1 | < 0.1% |
| 10.81682866 | 1 | < 0.1% |
| Other values (4488) | 4488 |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 0.6956886263 | 1 | 0.1% |
| 0.3242212101 | 1 | 0.1% |
| 0.6889474949 | 1 | 0.1% |
| 1.298532644 | 1 | 0.1% |
| 0.6662076524 | 1 | 0.1% |
| 0.7839940975 | 1 | 0.1% |
| 1.642326769 | 1 | 0.1% |
| 1.888980536 | 1 | 0.1% |
| 1.622824862 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 0.02128418881 | 1 | < 0.1% |
| 0.07946553593 | 1 | < 0.1% |
| 0.1383670781 | 1 | < 0.1% |
| 0.1416141163 | 1 | < 0.1% |
| 0.1809964844 | 1 | < 0.1% |
| 0.1875142498 | 1 | < 0.1% |
| 0.2009926374 | 1 | < 0.1% |
| 0.2053787413 | 1 | < 0.1% |
| 0.2150868188 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 0.1925817779 | 1 | 0.1% |
| 0.2618388929 | 1 | 0.1% |
| 0.268163615 | 1 | 0.1% |
| 0.295163969 | 1 | 0.1% |
| 0.3086059021 | 1 | 0.1% |
| 0.3087132841 | 1 | 0.1% |
| 0.3162846396 | 1 | 0.1% |
| 0.3220743842 | 1 | 0.1% |
| 0.3241764136 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 726 | |
| 0.1925817779 | 1 | < 0.1% |
| 0.2618388929 | 1 | < 0.1% |
| 0.268163615 | 1 | < 0.1% |
| 0.295163969 | 1 | < 0.1% |
| 0.3086059021 | 1 | < 0.1% |
| 0.3087132841 | 1 | < 0.1% |
| 0.3162846396 | 1 | < 0.1% |
| 0.3220743842 | 1 | < 0.1% |
| 0.3241764136 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 0.02128418881 | 1 | 0.1% |
| 0.07946553593 | 1 | 0.1% |
| 0.1383670781 | 1 | 0.1% |
| 0.1416141163 | 1 | 0.1% |
| 0.1809964844 | 1 | 0.1% |
| 0.1875142498 | 1 | 0.1% |
| 0.2009926374 | 1 | 0.1% |
| 0.2053787413 | 1 | 0.1% |
| 0.2150868188 | 1 | 0.1% |
credit_score_age_ratio
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4800 | 1751 |
| Distinct (%) | 68.6% | 87.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 17.835554 | 17.882988 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 5.8295455 | 6.1578947 |
| Maximum | 46.888889 | 44.777778 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 5.8295455 | 6.1578947 |
| 5-th percentile | 10.183904 | 10.265987 |
| Q1 | 14.079737 | 14.110714 |
| median | 17.275 | 17.211111 |
| Q3 | 20.900806 | 21.027215 |
| 95-th percentile | 27.419355 | 27.798237 |
| Maximum | 46.888889 | 44.777778 |
| Range | 41.059343 | 38.619883 |
| Interquartile range (IQR) | 6.8210696 | 6.9165004 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 5.338648 | 5.3806327 |
| Coefficient of variation (CV) | 0.29932616 | 0.30087995 |
| Kurtosis | 1.0559263 | 0.95076304 |
| Mean | 17.835554 | 17.882988 |
| Median Absolute Deviation (MAD) | 3.3849034 | 3.3643054 |
| Skewness | 0.75575422 | 0.7828046 |
| Sum | 124848.88 | 35765.977 |
| Variance | 28.501163 | 28.951208 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 17 | 0.2% |
| 20 | 17 | 0.2% |
| 22 | 14 | 0.2% |
| 16 | 13 | 0.2% |
| 25 | 13 | 0.2% |
| 21.25 | 13 | 0.2% |
| 14 | 12 | 0.2% |
| 18.5 | 12 | 0.2% |
| 13 | 12 | 0.2% |
| 19 | 12 | 0.2% |
| Other values (4790) | 6865 |
| Value | Count | Frequency (%) |
| 17 | 6 | 0.3% |
| 16 | 6 | 0.3% |
| 14.25 | 5 | 0.2% |
| 18 | 5 | 0.2% |
| 17.7027027 | 4 | 0.2% |
| 21.5 | 4 | 0.2% |
| 20.3030303 | 4 | 0.2% |
| 23.61111111 | 4 | 0.2% |
| 26.5625 | 4 | 0.2% |
| 17.33333333 | 4 | 0.2% |
| Other values (1741) | 1954 |
| Value | Count | Frequency (%) |
| 5.829545455 | 1 | |
| 5.833333333 | 1 | |
| 6.112676056 | 1 | |
| 6.22972973 | 1 | |
| 6.392857143 | 1 | |
| 6.821917808 | 1 | |
| 6.826666667 | 1 | |
| 6.841269841 | 1 | |
| 6.862745098 | 1 | |
| 6.884615385 | 1 |
| Value | Count | Frequency (%) |
| 6.157894737 | 1 | |
| 6.651515152 | 1 | |
| 6.766233766 | 1 | |
| 6.813333333 | 1 | |
| 6.819444444 | 1 | |
| 6.898550725 | 1 | |
| 6.903225806 | 1 | |
| 7.283018868 | 1 | |
| 7.3 | 1 | |
| 7.814814815 | 1 |
| Value | Count | Frequency (%) |
| 6.157894737 | 1 | |
| 6.651515152 | 1 | |
| 6.766233766 | 1 | |
| 6.813333333 | 1 | |
| 6.819444444 | 1 | |
| 6.898550725 | 1 | |
| 6.903225806 | 1 | |
| 7.283018868 | 1 | |
| 7.3 | 1 | |
| 7.814814815 | 1 |
| Value | Count | Frequency (%) |
| 5.829545455 | 1 | |
| 5.833333333 | 1 | |
| 6.112676056 | 1 | |
| 6.22972973 | 1 | |
| 6.392857143 | 1 | |
| 6.821917808 | 1 | |
| 6.826666667 | 1 | |
| 6.841269841 | 1 | |
| 6.862745098 | 1 | |
| 6.884615385 | 1 |
tenure_age_ratio
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 401 | 323 |
| Distinct (%) | 5.7% | 16.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.1378358 | 0.13843236 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 0.55555556 | 0.47368421 |
| Zeros | 297 | 78 |
| Zeros (%) | 4.2% | 3.9% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.017241379 | 0.018867925 |
| Q1 | 0.064516129 | 0.0625 |
| median | 0.12903226 | 0.13157895 |
| Q3 | 0.2 | 0.2 |
| 95-th percentile | 0.29166667 | 0.3 |
| Maximum | 0.55555556 | 0.47368421 |
| Range | 0.55555556 | 0.47368421 |
| Interquartile range (IQR) | 0.13548387 | 0.1375 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 0.089228434 | 0.090599974 |
| Coefficient of variation (CV) | 0.64735312 | 0.65447107 |
| Kurtosis | -0.059929341 | -0.070866567 |
| Mean | 0.1378358 | 0.13843236 |
| Median Absolute Deviation (MAD) | 0.066619916 | 0.068421053 |
| Skewness | 0.55128584 | 0.57593009 |
| Sum | 964.85058 | 276.86472 |
| Variance | 0.0079617133 | 0.0082083553 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 297 | 4.2% |
| 0.2 | 132 | 1.9% |
| 0.1666666667 | 103 | 1.5% |
| 0.25 | 103 | 1.5% |
| 0.1428571429 | 100 | 1.4% |
| 0.125 | 86 | 1.2% |
| 0.1111111111 | 76 | 1.1% |
| 0.1538461538 | 73 | 1.0% |
| 0.1 | 71 | 1.0% |
| 0.1818181818 | 58 | 0.8% |
| Other values (391) | 5901 |
| Value | Count | Frequency (%) |
| 0 | 78 | 3.9% |
| 0.2 | 38 | 1.9% |
| 0.1666666667 | 37 | 1.8% |
| 0.1538461538 | 29 | 1.5% |
| 0.1428571429 | 28 | 1.4% |
| 0.25 | 26 | 1.3% |
| 0.125 | 25 | 1.2% |
| 0.1333333333 | 21 | 1.1% |
| 0.1111111111 | 21 | 1.1% |
| 0.05263157895 | 21 | 1.1% |
| Other values (313) | 1676 |
| Value | Count | Frequency (%) |
| 0 | 297 | |
| 0.01086956522 | 1 | < 0.1% |
| 0.01234567901 | 1 | < 0.1% |
| 0.01298701299 | 1 | < 0.1% |
| 0.01333333333 | 1 | < 0.1% |
| 0.01351351351 | 1 | < 0.1% |
| 0.01369863014 | 1 | < 0.1% |
| 0.01388888889 | 2 | < 0.1% |
| 0.01408450704 | 2 | < 0.1% |
| 0.01428571429 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 78 | |
| 0.01369863014 | 1 | 0.1% |
| 0.01449275362 | 1 | 0.1% |
| 0.01492537313 | 2 | 0.1% |
| 0.01515151515 | 1 | 0.1% |
| 0.01538461538 | 1 | 0.1% |
| 0.01587301587 | 1 | 0.1% |
| 0.01612903226 | 1 | 0.1% |
| 0.01639344262 | 1 | 0.1% |
| 0.01666666667 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 78 | |
| 0.01369863014 | 1 | < 0.1% |
| 0.01449275362 | 1 | < 0.1% |
| 0.01492537313 | 2 | < 0.1% |
| 0.01515151515 | 1 | < 0.1% |
| 0.01538461538 | 1 | < 0.1% |
| 0.01587301587 | 1 | < 0.1% |
| 0.01612903226 | 1 | < 0.1% |
| 0.01639344262 | 1 | < 0.1% |
| 0.01666666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 297 | |
| 0.01086956522 | 1 | 0.1% |
| 0.01234567901 | 1 | 0.1% |
| 0.01298701299 | 1 | 0.1% |
| 0.01333333333 | 1 | 0.1% |
| 0.01351351351 | 1 | 0.1% |
| 0.01369863014 | 1 | 0.1% |
| 0.01388888889 | 2 | 0.1% |
| 0.01408450704 | 2 | 0.1% |
| 0.01428571429 | 4 | 0.2% |
credit_salary_ratio
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 7000 | 2000 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.035302362 | 0.033129809 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0.0021739552 | 0.0020310907 |
| Maximum | 61.226252 | 7.3750909 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0.0021739552 | 0.0020310907 |
| 5-th percentile | 0.0031627217 | 0.0031115148 |
| Q1 | 0.0043713064 | 0.0042913139 |
| median | 0.0065048674 | 0.0063196517 |
| Q3 | 0.012906215 | 0.012438387 |
| 95-th percentile | 0.064354825 | 0.067699051 |
| Maximum | 61.226252 | 7.3750909 |
| Range | 61.224078 | 7.3730598 |
| Interquartile range (IQR) | 0.0085349084 | 0.0081470733 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 0.75600988 | 0.24115527 |
| Coefficient of variation (CV) | 21.415277 | 7.2791024 |
| Kurtosis | 6137.6679 | 540.66324 |
| Mean | 0.035302362 | 0.033129809 |
| Median Absolute Deviation (MAD) | 0.0026969351 | 0.0026415822 |
| Skewness | 76.208869 | 20.909804 |
| Sum | 247.11654 | 66.259618 |
| Variance | 0.57155095 | 0.058155865 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.004710504734 | 1 | < 0.1% |
| 0.006715978698 | 1 | < 0.1% |
| 0.003781709441 | 1 | < 0.1% |
| 0.02621064541 | 1 | < 0.1% |
| 0.006429530041 | 1 | < 0.1% |
| 0.01488623024 | 1 | < 0.1% |
| 0.006461131027 | 1 | < 0.1% |
| 0.01866311368 | 1 | < 0.1% |
| 0.004707167195 | 1 | < 0.1% |
| 0.00537855284 | 1 | < 0.1% |
| Other values (6990) | 6990 |
| Value | Count | Frequency (%) |
| 0.006204718153 | 1 | 0.1% |
| 0.02454826486 | 1 | 0.1% |
| 0.003086770843 | 1 | 0.1% |
| 0.00313711762 | 1 | 0.1% |
| 0.01030579051 | 1 | 0.1% |
| 0.008773429135 | 1 | 0.1% |
| 0.003636032708 | 1 | 0.1% |
| 0.003849072596 | 1 | 0.1% |
| 0.00868523828 | 1 | 0.1% |
| 0.00939933701 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 0.002173955152 | 1 | |
| 0.002207422047 | 1 | |
| 0.002207951468 | 1 | |
| 0.002263401272 | 1 | |
| 0.002281603985 | 1 | |
| 0.002283498674 | 1 | |
| 0.002283542134 | 1 | |
| 0.002302221874 | 1 | |
| 0.002323792681 | 1 | |
| 0.002330801574 | 1 |
| Value | Count | Frequency (%) |
| 0.002031090659 | 1 | |
| 0.002069310829 | 1 | |
| 0.002529939561 | 1 | |
| 0.002531914066 | 1 | |
| 0.0025390081 | 1 | |
| 0.002554601072 | 1 | |
| 0.002564842953 | 1 | |
| 0.002583251906 | 1 | |
| 0.002584503939 | 1 | |
| 0.002591523612 | 1 |
| Value | Count | Frequency (%) |
| 0.002031090659 | 1 | |
| 0.002069310829 | 1 | |
| 0.002529939561 | 1 | |
| 0.002531914066 | 1 | |
| 0.0025390081 | 1 | |
| 0.002554601072 | 1 | |
| 0.002564842953 | 1 | |
| 0.002583251906 | 1 | |
| 0.002584503939 | 1 | |
| 0.002591523612 | 1 |
| Value | Count | Frequency (%) |
| 0.002173955152 | 1 | |
| 0.002207422047 | 1 | |
| 0.002207951468 | 1 | |
| 0.002263401272 | 1 | |
| 0.002281603985 | 1 | |
| 0.002283498674 | 1 | |
| 0.002283542134 | 1 | |
| 0.002302221874 | 1 | |
| 0.002323792681 | 1 | |
| 0.002330801574 | 1 |
balance_indicator
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| low | |
|---|---|
| high |
| low | |
|---|---|
| high |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 4 | 4 |
| Median length | 3 | 3 |
| Mean length | 3.0968571 | 3.1 |
| Min length | 3 | 3 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 21678 | 6200 |
| Distinct characters | 6 | 6 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | low | low |
| 2nd row | low | low |
| 3rd row | low | low |
| 4th row | low | low |
| 5th row | high | low |
Common Values
| Value | Count | Frequency (%) |
| low | 6322 | |
| high | 678 | 9.7% |
| Value | Count | Frequency (%) |
| low | 1800 | |
| high | 200 | 10.0% |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| low | 6322 | |
| high | 678 | 9.7% |
| Value | Count | Frequency (%) |
| low | 1800 | |
| high | 200 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 6322 | |
| o | 6322 | |
| w | 6322 | |
| h | 1356 | 6.3% |
| i | 678 | 3.1% |
| g | 678 | 3.1% |
| Value | Count | Frequency (%) |
| l | 1800 | |
| o | 1800 | |
| w | 1800 | |
| h | 400 | 6.5% |
| i | 200 | 3.2% |
| g | 200 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21678 |
| Value | Count | Frequency (%) |
| (unknown) | 6200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 6322 | |
| o | 6322 | |
| w | 6322 | |
| h | 1356 | 6.3% |
| i | 678 | 3.1% |
| g | 678 | 3.1% |
| Value | Count | Frequency (%) |
| l | 1800 | |
| o | 1800 | |
| w | 1800 | |
| h | 400 | 6.5% |
| i | 200 | 3.2% |
| g | 200 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21678 |
| Value | Count | Frequency (%) |
| (unknown) | 6200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 6322 | |
| o | 6322 | |
| w | 6322 | |
| h | 1356 | 6.3% |
| i | 678 | 3.1% |
| g | 678 | 3.1% |
| Value | Count | Frequency (%) |
| l | 1800 | |
| o | 1800 | |
| w | 1800 | |
| h | 400 | 6.5% |
| i | 200 | 3.2% |
| g | 200 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21678 |
| Value | Count | Frequency (%) |
| (unknown) | 6200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 6322 | |
| o | 6322 | |
| w | 6322 | |
| h | 1356 | 6.3% |
| i | 678 | 3.1% |
| g | 678 | 3.1% |
| Value | Count | Frequency (%) |
| l | 1800 | |
| o | 1800 | |
| w | 1800 | |
| h | 400 | 6.5% |
| i | 200 | 3.2% |
| g | 200 | 3.2% |
life_stage
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 4 | 4 |
| Distinct (%) | 0.1% | 0.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 61.7 KiB | 17.8 KiB |
| middle_age | |
|---|---|
| adulthood | |
| senior | |
| adolescence | 59 |
| middle_age | |
|---|---|
| adulthood | |
| senior | |
| adolescence | 19 |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 11 | 11 |
| Median length | 10 | 10 |
| Mean length | 9.0912857 | 9.125 |
| Min length | 6 | 6 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 63639 | 18250 |
| Distinct characters | 16 | 16 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | senior | middle_age |
| 2nd row | middle_age | adulthood |
| 3rd row | adulthood | middle_age |
| 4th row | adulthood | adulthood |
| 5th row | adulthood | adulthood |
Common Values
| Value | Count | Frequency (%) |
| middle_age | 3224 | |
| adulthood | 2816 | |
| senior | 901 | 12.9% |
| adolescence | 59 | 0.8% |
| Value | Count | Frequency (%) |
| middle_age | 935 | |
| adulthood | 805 | |
| senior | 241 | 12.0% |
| adolescence | 19 | 0.9% |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| middle_age | 3224 | |
| adulthood | 2816 | |
| senior | 901 | 12.9% |
| adolescence | 59 | 0.8% |
| Value | Count | Frequency (%) |
| middle_age | 935 | |
| adulthood | 805 | |
| senior | 241 | 12.0% |
| adolescence | 19 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 12139 | |
| e | 7526 | |
| o | 6592 | |
| l | 6099 | |
| a | 6099 | |
| i | 4125 | 6.5% |
| m | 3224 | 5.1% |
| _ | 3224 | 5.1% |
| g | 3224 | 5.1% |
| u | 2816 | 4.4% |
| Other values (6) | 8571 |
| Value | Count | Frequency (%) |
| d | 3499 | |
| e | 2168 | |
| o | 1870 | |
| l | 1759 | |
| a | 1759 | |
| i | 1176 | 6.4% |
| m | 935 | 5.1% |
| _ | 935 | 5.1% |
| g | 935 | 5.1% |
| u | 805 | 4.4% |
| Other values (6) | 2409 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 63639 |
| Value | Count | Frequency (%) |
| (unknown) | 18250 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 12139 | |
| e | 7526 | |
| o | 6592 | |
| l | 6099 | |
| a | 6099 | |
| i | 4125 | 6.5% |
| m | 3224 | 5.1% |
| _ | 3224 | 5.1% |
| g | 3224 | 5.1% |
| u | 2816 | 4.4% |
| Other values (6) | 8571 |
| Value | Count | Frequency (%) |
| d | 3499 | |
| e | 2168 | |
| o | 1870 | |
| l | 1759 | |
| a | 1759 | |
| i | 1176 | 6.4% |
| m | 935 | 5.1% |
| _ | 935 | 5.1% |
| g | 935 | 5.1% |
| u | 805 | 4.4% |
| Other values (6) | 2409 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 63639 |
| Value | Count | Frequency (%) |
| (unknown) | 18250 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 12139 | |
| e | 7526 | |
| o | 6592 | |
| l | 6099 | |
| a | 6099 | |
| i | 4125 | 6.5% |
| m | 3224 | 5.1% |
| _ | 3224 | 5.1% |
| g | 3224 | 5.1% |
| u | 2816 | 4.4% |
| Other values (6) | 8571 |
| Value | Count | Frequency (%) |
| d | 3499 | |
| e | 2168 | |
| o | 1870 | |
| l | 1759 | |
| a | 1759 | |
| i | 1176 | 6.4% |
| m | 935 | 5.1% |
| _ | 935 | 5.1% |
| g | 935 | 5.1% |
| u | 805 | 4.4% |
| Other values (6) | 2409 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 63639 |
| Value | Count | Frequency (%) |
| (unknown) | 18250 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 12139 | |
| e | 7526 | |
| o | 6592 | |
| l | 6099 | |
| a | 6099 | |
| i | 4125 | 6.5% |
| m | 3224 | 5.1% |
| _ | 3224 | 5.1% |
| g | 3224 | 5.1% |
| u | 2816 | 4.4% |
| Other values (6) | 8571 |
| Value | Count | Frequency (%) |
| d | 3499 | |
| e | 2168 | |
| o | 1870 | |
| l | 1759 | |
| a | 1759 | |
| i | 1176 | 6.4% |
| m | 935 | 5.1% |
| _ | 935 | 5.1% |
| g | 935 | 5.1% |
| u | 805 | 4.4% |
| Other values (6) | 2409 |
cs_category
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 61.7 KiB | 17.7 KiB |
| medium | |
|---|---|
| high | |
| low |
| medium | |
|---|---|
| high | |
| low |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 6 | 6 |
| Median length | 6 | 6 |
| Mean length | 5.173 | 5.185 |
| Min length | 3 | 3 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 36211 | 10370 |
| Distinct characters | 10 | 10 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | medium | medium |
| 2nd row | medium | medium |
| 3rd row | high | medium |
| 4th row | medium | medium |
| 5th row | medium | medium |
Common Values
| Value | Count | Frequency (%) |
| medium | 4336 | |
| high | 2203 | |
| low | 461 | 6.6% |
| Value | Count | Frequency (%) |
| medium | 1249 | |
| high | 623 | |
| low | 128 | 6.4% |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| medium | 4336 | |
| high | 2203 | |
| low | 461 | 6.6% |
| Value | Count | Frequency (%) |
| medium | 1249 | |
| high | 623 | |
| low | 128 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 8672 | |
| i | 6539 | |
| h | 4406 | |
| e | 4336 | |
| d | 4336 | |
| u | 4336 | |
| g | 2203 | 6.1% |
| l | 461 | 1.3% |
| o | 461 | 1.3% |
| w | 461 | 1.3% |
| Value | Count | Frequency (%) |
| m | 2498 | |
| i | 1872 | |
| e | 1249 | |
| d | 1249 | |
| u | 1249 | |
| h | 1246 | |
| g | 623 | 6.0% |
| l | 128 | 1.2% |
| o | 128 | 1.2% |
| w | 128 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36211 |
| Value | Count | Frequency (%) |
| (unknown) | 10370 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| m | 8672 | |
| i | 6539 | |
| h | 4406 | |
| e | 4336 | |
| d | 4336 | |
| u | 4336 | |
| g | 2203 | 6.1% |
| l | 461 | 1.3% |
| o | 461 | 1.3% |
| w | 461 | 1.3% |
| Value | Count | Frequency (%) |
| m | 2498 | |
| i | 1872 | |
| e | 1249 | |
| d | 1249 | |
| u | 1249 | |
| h | 1246 | |
| g | 623 | 6.0% |
| l | 128 | 1.2% |
| o | 128 | 1.2% |
| w | 128 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36211 |
| Value | Count | Frequency (%) |
| (unknown) | 10370 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| m | 8672 | |
| i | 6539 | |
| h | 4406 | |
| e | 4336 | |
| d | 4336 | |
| u | 4336 | |
| g | 2203 | 6.1% |
| l | 461 | 1.3% |
| o | 461 | 1.3% |
| w | 461 | 1.3% |
| Value | Count | Frequency (%) |
| m | 2498 | |
| i | 1872 | |
| e | 1249 | |
| d | 1249 | |
| u | 1249 | |
| h | 1246 | |
| g | 623 | 6.0% |
| l | 128 | 1.2% |
| o | 128 | 1.2% |
| w | 128 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36211 |
| Value | Count | Frequency (%) |
| (unknown) | 10370 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| m | 8672 | |
| i | 6539 | |
| h | 4406 | |
| e | 4336 | |
| d | 4336 | |
| u | 4336 | |
| g | 2203 | 6.1% |
| l | 461 | 1.3% |
| o | 461 | 1.3% |
| w | 461 | 1.3% |
| Value | Count | Frequency (%) |
| m | 2498 | |
| i | 1872 | |
| e | 1249 | |
| d | 1249 | |
| u | 1249 | |
| h | 1246 | |
| g | 623 | 6.0% |
| l | 128 | 1.2% |
| o | 128 | 1.2% |
| w | 128 | 1.2% |
tenure_group
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 61.7 KiB | 17.7 KiB |
| long_standing | |
|---|---|
| new | |
| intermediate |
| new | |
|---|---|
| long_standing | |
| intermediate |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 13 | 13 |
| Median length | 12 | 12 |
| Mean length | 9.2044286 | 9.2475 |
| Min length | 3 | 3 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 64431 | 18495 |
| Distinct characters | 14 | 14 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | new | long_standing |
| 2nd row | long_standing | intermediate |
| 3rd row | long_standing | intermediate |
| 4th row | long_standing | intermediate |
| 5th row | long_standing | new |
Common Values
| Value | Count | Frequency (%) |
| long_standing | 2499 | |
| new | 2452 | |
| intermediate | 2049 |
| Value | Count | Frequency (%) |
| new | 688 | |
| long_standing | 687 | |
| intermediate | 625 |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| long_standing | 2499 | |
| new | 2452 | |
| intermediate | 2049 |
| Value | Count | Frequency (%) |
| new | 688 | |
| long_standing | 687 | |
| intermediate | 625 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 11998 | |
| e | 8599 | |
| t | 6597 | |
| i | 6597 | |
| g | 4998 | |
| a | 4548 | 7.1% |
| d | 4548 | 7.1% |
| l | 2499 | 3.9% |
| o | 2499 | 3.9% |
| _ | 2499 | 3.9% |
| Other values (4) | 9049 |
| Value | Count | Frequency (%) |
| n | 3374 | |
| e | 2563 | |
| t | 1937 | |
| i | 1937 | |
| g | 1374 | |
| a | 1312 | 7.1% |
| d | 1312 | 7.1% |
| w | 688 | 3.7% |
| l | 687 | 3.7% |
| o | 687 | 3.7% |
| Other values (4) | 2624 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 64431 |
| Value | Count | Frequency (%) |
| (unknown) | 18495 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 11998 | |
| e | 8599 | |
| t | 6597 | |
| i | 6597 | |
| g | 4998 | |
| a | 4548 | 7.1% |
| d | 4548 | 7.1% |
| l | 2499 | 3.9% |
| o | 2499 | 3.9% |
| _ | 2499 | 3.9% |
| Other values (4) | 9049 |
| Value | Count | Frequency (%) |
| n | 3374 | |
| e | 2563 | |
| t | 1937 | |
| i | 1937 | |
| g | 1374 | |
| a | 1312 | 7.1% |
| d | 1312 | 7.1% |
| w | 688 | 3.7% |
| l | 687 | 3.7% |
| o | 687 | 3.7% |
| Other values (4) | 2624 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 64431 |
| Value | Count | Frequency (%) |
| (unknown) | 18495 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 11998 | |
| e | 8599 | |
| t | 6597 | |
| i | 6597 | |
| g | 4998 | |
| a | 4548 | 7.1% |
| d | 4548 | 7.1% |
| l | 2499 | 3.9% |
| o | 2499 | 3.9% |
| _ | 2499 | 3.9% |
| Other values (4) | 9049 |
| Value | Count | Frequency (%) |
| n | 3374 | |
| e | 2563 | |
| t | 1937 | |
| i | 1937 | |
| g | 1374 | |
| a | 1312 | 7.1% |
| d | 1312 | 7.1% |
| w | 688 | 3.7% |
| l | 687 | 3.7% |
| o | 687 | 3.7% |
| Other values (4) | 2624 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 64431 |
| Value | Count | Frequency (%) |
| (unknown) | 18495 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 11998 | |
| e | 8599 | |
| t | 6597 | |
| i | 6597 | |
| g | 4998 | |
| a | 4548 | 7.1% |
| d | 4548 | 7.1% |
| l | 2499 | 3.9% |
| o | 2499 | 3.9% |
| _ | 2499 | 3.9% |
| Other values (4) | 9049 |
| Value | Count | Frequency (%) |
| n | 3374 | |
| e | 2563 | |
| t | 1937 | |
| i | 1937 | |
| g | 1374 | |
| a | 1312 | 7.1% |
| d | 1312 | 7.1% |
| w | 688 | 3.7% |
| l | 687 | 3.7% |
| o | 687 | 3.7% |
| Other values (4) | 2624 |
credit_score_gender
Categorical
| DF1 | DF2 | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
| 650.1 | |
|---|---|
| 652.6323809523809 |
| 652.5271028037383 | |
|---|---|
| 646.305376344086 |
Length
| DF1 | DF2 | |
|---|---|---|
| Max length | 17 | 17 |
| Median length | 5 | 17 |
| Mean length | 10.4 | 16.535 |
| Min length | 5 | 16 |
Characters and Unicode
| DF1 | DF2 | |
|---|---|---|
| Total characters | 72800 | 33070 |
| Distinct characters | 9 | 10 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| DF1 | DF2 | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| DF1 | DF2 | |
|---|---|---|
| 1st row | 652.6323809523809 | 652.5271028037383 |
| 2nd row | 650.1 | 652.5271028037383 |
| 3rd row | 652.6323809523809 | 646.305376344086 |
| 4th row | 650.1 | 652.5271028037383 |
| 5th row | 652.6323809523809 | 646.305376344086 |
Common Values
| Value | Count | Frequency (%) |
| 650.1 | 3850 | |
| 652.6323809523809 | 3150 |
| Value | Count | Frequency (%) |
| 652.5271028037383 | 1070 | |
| 646.305376344086 | 930 |
Length
Common Values (Plot)
DF1
DF2
| Value | Count | Frequency (%) |
| 650.1 | 3850 | |
| 652.6323809523809 | 3150 |
| Value | Count | Frequency (%) |
| 652.5271028037383 | 1070 | |
| 646.305376344086 | 930 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 10150 | |
| 5 | 10150 | |
| 0 | 10150 | |
| 2 | 9450 | |
| 3 | 9450 | |
| . | 7000 | |
| 8 | 6300 | |
| 9 | 6300 | |
| 1 | 3850 | 5.3% |
| Value | Count | Frequency (%) |
| 3 | 6000 | |
| 6 | 4790 | |
| 0 | 4000 | |
| 2 | 3210 | |
| 5 | 3070 | |
| 7 | 3070 | |
| 8 | 3070 | |
| 4 | 2790 | |
| . | 2000 | 6.0% |
| 1 | 1070 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72800 |
| Value | Count | Frequency (%) |
| (unknown) | 33070 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 10150 | |
| 5 | 10150 | |
| 0 | 10150 | |
| 2 | 9450 | |
| 3 | 9450 | |
| . | 7000 | |
| 8 | 6300 | |
| 9 | 6300 | |
| 1 | 3850 | 5.3% |
| Value | Count | Frequency (%) |
| 3 | 6000 | |
| 6 | 4790 | |
| 0 | 4000 | |
| 2 | 3210 | |
| 5 | 3070 | |
| 7 | 3070 | |
| 8 | 3070 | |
| 4 | 2790 | |
| . | 2000 | 6.0% |
| 1 | 1070 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72800 |
| Value | Count | Frequency (%) |
| (unknown) | 33070 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 10150 | |
| 5 | 10150 | |
| 0 | 10150 | |
| 2 | 9450 | |
| 3 | 9450 | |
| . | 7000 | |
| 8 | 6300 | |
| 9 | 6300 | |
| 1 | 3850 | 5.3% |
| Value | Count | Frequency (%) |
| 3 | 6000 | |
| 6 | 4790 | |
| 0 | 4000 | |
| 2 | 3210 | |
| 5 | 3070 | |
| 7 | 3070 | |
| 8 | 3070 | |
| 4 | 2790 | |
| . | 2000 | 6.0% |
| 1 | 1070 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72800 |
| Value | Count | Frequency (%) |
| (unknown) | 33070 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 10150 | |
| 5 | 10150 | |
| 0 | 10150 | |
| 2 | 9450 | |
| 3 | 9450 | |
| . | 7000 | |
| 8 | 6300 | |
| 9 | 6300 | |
| 1 | 3850 | 5.3% |
| Value | Count | Frequency (%) |
| 3 | 6000 | |
| 6 | 4790 | |
| 0 | 4000 | |
| 2 | 3210 | |
| 5 | 3070 | |
| 7 | 3070 | |
| 8 | 3070 | |
| 4 | 2790 | |
| . | 2000 | 6.0% |
| 1 | 1070 | 3.2% |
balance_age
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 67 | 62 |
| Distinct (%) | 1.0% | 3.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 76766.164 | 76904.616 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 123794.77 | 141020.62 |
| Zeros | 5 | 1 |
| Zeros (%) | 0.1% | < 0.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 69000.616 | 60838.194 |
| Q1 | 73370.242 | 74373.372 |
| median | 76651.244 | 76814.925 |
| Q3 | 80281.221 | 82075.146 |
| 95-th percentile | 86132.506 | 90635.463 |
| Maximum | 123794.77 | 141020.62 |
| Range | 123794.77 | 141020.62 |
| Interquartile range (IQR) | 6910.9786 | 7701.7739 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 6622.1074 | 11185.557 |
| Coefficient of variation (CV) | 0.086263362 | 0.14544715 |
| Kurtosis | 16.802999 | 6.11845 |
| Mean | 76766.164 | 76904.616 |
| Median Absolute Deviation (MAD) | 3629.9762 | 3879.5333 |
| Skewness | -0.89094316 | -0.43608796 |
| Sum | 5.3736315 × 108 | 1.5380923 × 108 |
| Variance | 43852306 | 1.2511668 × 108 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 80281.22056 | 342 | 4.9% |
| 74039.61268 | 340 | 4.9% |
| 82639.83869 | 337 | 4.8% |
| 75116.59748 | 321 | 4.6% |
| 69000.61583 | 319 | 4.6% |
| 69137.2785 | 314 | 4.5% |
| 76651.24439 | 305 | 4.4% |
| 73823.82703 | 300 | 4.3% |
| 77056.26076 | 289 | 4.1% |
| 77118.50422 | 277 | 4.0% |
| Other values (57) | 3856 |
| Value | Count | Frequency (%) |
| 83660.8401 | 102 | 5.1% |
| 78806.42747 | 99 | 5.0% |
| 80080.02258 | 93 | 4.7% |
| 75995.65717 | 92 | 4.6% |
| 74783.13791 | 91 | 4.5% |
| 74842.03568 | 88 | 4.4% |
| 68951.741 | 80 | 4.0% |
| 82075.14632 | 76 | 3.8% |
| 80612.25473 | 74 | 3.7% |
| 76814.92548 | 73 | 3.6% |
| Other values (52) | 1132 |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.1% |
| 30507.2875 | 4 | 0.1% |
| 42461.39833 | 6 | 0.1% |
| 51953.56833 | 6 | 0.1% |
| 52355.81154 | 13 | 0.2% |
| 55732.22789 | 19 | 0.3% |
| 62007.52765 | 17 | 0.2% |
| 65501.9572 | 25 | |
| 65782.50688 | 16 | 0.2% |
| 68935.45569 | 58 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 17616.826 | 5 | 0.2% |
| 26975.34 | 3 | 0.1% |
| 41099.196 | 20 | |
| 41686.17571 | 7 | 0.4% |
| 48096.68375 | 8 | 0.4% |
| 52569.84182 | 11 | |
| 58662.77 | 2 | 0.1% |
| 59296.26429 | 7 | 0.4% |
| 60603.48 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 17616.826 | 5 | 0.1% |
| 26975.34 | 3 | < 0.1% |
| 41099.196 | 20 | |
| 41686.17571 | 7 | 0.1% |
| 48096.68375 | 8 | 0.1% |
| 52569.84182 | 11 | |
| 58662.77 | 2 | < 0.1% |
| 59296.26429 | 7 | 0.1% |
| 60603.48 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.2% |
| 30507.2875 | 4 | 0.2% |
| 42461.39833 | 6 | 0.3% |
| 51953.56833 | 6 | 0.3% |
| 52355.81154 | 13 | 0.7% |
| 55732.22789 | 19 | 0.9% |
| 62007.52765 | 17 | 0.9% |
| 65501.9572 | 25 | |
| 65782.50688 | 16 | 0.8% |
| 68935.45569 | 58 |
salary_rank_geography
Real number (ℝ)
| DF1 | DF2 | |
|---|---|---|
| Distinct | 3500 | 1021 |
| Distinct (%) | 50.0% | 51.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 1313.0036 | 381.0205 |
| DF1 | DF2 | |
|---|---|---|
| Minimum | 1 | 1 |
| Maximum | 3500 | 1021 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 109.4 KiB | 31.2 KiB |
Quantile statistics
| DF1 | DF2 | |
|---|---|---|
| Minimum | 1 | 1 |
| 5-th percentile | 117 | 34 |
| Q1 | 584 | 167 |
| median | 1167 | 334 |
| Q3 | 1753 | 521.25 |
| 95-th percentile | 3150.05 | 921.05 |
| Maximum | 3500 | 1021 |
| Range | 3499 | 1020 |
| Interquartile range (IQR) | 1169 | 354.25 |
Descriptive statistics
| DF1 | DF2 | |
|---|---|---|
| Standard deviation | 910.7956 | 268.00749 |
| Coefficient of variation (CV) | 0.69367336 | 0.70339388 |
| Kurtosis | -0.43261615 | -0.4419552 |
| Mean | 1313.0036 | 381.0205 |
| Median Absolute Deviation (MAD) | 584 | 172 |
| Skewness | 0.66527758 | 0.68731449 |
| Sum | 9191025 | 762041 |
| Variance | 829548.63 | 71828.013 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 1019 | 3 | < 0.1% |
| 511 | 3 | < 0.1% |
| 1374 | 3 | < 0.1% |
| 624 | 3 | < 0.1% |
| 1627 | 3 | < 0.1% |
| 1438 | 3 | < 0.1% |
| 960 | 3 | < 0.1% |
| 1622 | 3 | < 0.1% |
| 1276 | 3 | < 0.1% |
| 795 | 3 | < 0.1% |
| Other values (3490) | 6970 |
| Value | Count | Frequency (%) |
| 246 | 3 | 0.1% |
| 366 | 3 | 0.1% |
| 180 | 3 | 0.1% |
| 437 | 3 | 0.1% |
| 177 | 3 | 0.1% |
| 139 | 3 | 0.1% |
| 455 | 3 | 0.1% |
| 340 | 3 | 0.1% |
| 262 | 3 | 0.1% |
| 321 | 3 | 0.1% |
| Other values (1011) | 1970 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
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| credit_score | geography | gender | age | tenure | balance | num_of_products | has_cr_card | is_active_member | estimated_salary | age_squared | balance_sqrt | log_credit_score | credit_score_num_of_products | age_balance | engagement_score | customer_value_normalized | product_density | balance_salary_ratio | credit_score_age_ratio | tenure_age_ratio | credit_salary_ratio | balance_indicator | life_stage | cs_category | tenure_group | credit_score_gender | balance_age | salary_rank_geography | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7759 | 549 | Germany | Female | 55 | 1 | 137592.31 | 2 | 0 | 1 | 116548.02 | 3025 | 370.934374 | 6.308098 | 1098 | 7567577.05 | 0.9 | 1.659941 | 1.453570e-05 | 1.180563 | 9.981818 | 0.018182 | 0.004711 | low | senior | medium | new | 652.632381 | 80894.001228 | 1019.0 |
| 7634 | 501 | Germany | Male | 38 | 9 | 88977.39 | 2 | 0 | 1 | 133403.07 | 1444 | 298.290781 | 6.216606 | 1002 | 3381140.82 | 0.9 | 1.540287 | 2.247762e-05 | 0.666982 | 13.184211 | 0.236842 | 0.003756 | low | middle_age | medium | long_standing | 650.100000 | 74039.612676 | 1172.0 |
| 1337 | 710 | Germany | Female | 30 | 10 | 133537.10 | 2 | 1 | 0 | 155593.74 | 900 | 365.427284 | 6.565265 | 1420 | 4006113.00 | 0.7 | 1.838166 | 1.497711e-05 | 0.858242 | 23.666667 | 0.333333 | 0.004563 | low | adulthood | high | long_standing | 652.632381 | 74335.997911 | 1342.0 |
| 7295 | 648 | Germany | Male | 31 | 7 | 125681.51 | 1 | 0 | 1 | 129980.93 | 961 | 354.515881 | 6.473891 | 648 | 3896126.81 | 0.7 | 1.427144 | 7.956620e-06 | 0.966923 | 20.903226 | 0.225806 | 0.004985 | low | adulthood | medium | long_standing | 650.100000 | 77056.260761 | 1140.0 |
| 2767 | 598 | Germany | Female | 27 | 10 | 171283.91 | 1 | 1 | 1 | 84136.12 | 729 | 413.864603 | 6.393591 | 598 | 4624665.57 | 1.0 | 1.389207 | 5.838260e-06 | 2.035795 | 22.148148 | 0.370370 | 0.007108 | high | adulthood | medium | long_standing | 652.632381 | 73370.241921 | 731.0 |
| 2393 | 850 | Germany | Male | 28 | 4 | 147972.19 | 1 | 1 | 0 | 60708.72 | 784 | 384.671535 | 6.745236 | 850 | 4143221.32 | 0.5 | 1.174276 | 6.758027e-06 | 2.437412 | 30.357143 | 0.142857 | 0.014001 | low | adulthood | high | intermediate | 650.100000 | 72902.542280 | 539.0 |
| 3843 | 783 | Spain | Male | 38 | 1 | 0.00 | 3 | 1 | 1 | 80178.54 | 1444 | 0.000000 | 6.663133 | 2349 | 0.00 | 1.4 | 1.150908 | 3.000000e+06 | 0.000000 | 20.605263 | 0.026316 | 0.009766 | low | middle_age | high | new | 650.100000 | 74039.612676 | 701.0 |
| 4921 | 526 | Spain | Female | 33 | 8 | 114634.63 | 2 | 1 | 0 | 110114.38 | 1089 | 338.577362 | 6.265301 | 1052 | 3782942.79 | 0.7 | 1.531468 | 1.744673e-05 | 1.041050 | 15.939394 | 0.242424 | 0.004777 | low | adulthood | medium | long_standing | 652.632381 | 76651.244393 | 981.0 |
| 8996 | 615 | Spain | Male | 32 | 5 | 138521.83 | 1 | 1 | 1 | 56897.10 | 1024 | 372.185209 | 6.421622 | 615 | 4432698.56 | 1.0 | 1.115574 | 7.219079e-06 | 2.434603 | 19.218750 | 0.156250 | 0.010809 | low | adulthood | medium | intermediate | 650.100000 | 77118.504224 | 502.0 |
| 8948 | 583 | France | Male | 48 | 3 | 91246.53 | 1 | 1 | 0 | 60017.46 | 2304 | 302.070406 | 6.368187 | 583 | 4379833.44 | 0.5 | 0.932864 | 1.095932e-05 | 1.520333 | 12.145833 | 0.062500 | 0.009714 | low | middle_age | medium | new | 650.100000 | 82889.244455 | 1015.0 |
DF2
| credit_score | geography | gender | age | tenure | balance | num_of_products | has_cr_card | is_active_member | estimated_salary | age_squared | balance_sqrt | log_credit_score | credit_score_num_of_products | age_balance | engagement_score | customer_value_normalized | product_density | balance_salary_ratio | credit_score_age_ratio | tenure_age_ratio | credit_salary_ratio | balance_indicator | life_stage | cs_category | tenure_group | credit_score_gender | balance_age | salary_rank_geography | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5702 | 585 | France | Male | 36 | 7 | 0.00 | 2 | 1 | 0 | 94283.09 | 1296 | 0.000000 | 6.371612 | 1170 | 0.00 | 0.7 | 0.971582 | 2.000000e+06 | 0.000000 | 16.250000 | 0.194444 | 0.006205 | low | middle_age | medium | long_standing | 652.527103 | 83660.840098 | 476.0 |
| 3667 | 525 | Germany | Male | 33 | 4 | 131023.76 | 2 | 0 | 0 | 55072.93 | 1089 | 361.972043 | 6.263398 | 1050 | 4323784.08 | 0.4 | 1.297681 | 1.526441e-05 | 2.379096 | 15.909091 | 0.121212 | 0.009533 | low | adulthood | medium | intermediate | 652.527103 | 74783.137912 | 138.0 |
| 1617 | 557 | Spain | Female | 40 | 4 | 0.00 | 2 | 0 | 1 | 105433.53 | 1600 | 0.000000 | 6.322565 | 1114 | 0.00 | 0.9 | 1.027354 | 2.000000e+06 | 0.000000 | 13.925000 | 0.100000 | 0.005283 | low | middle_age | medium | intermediate | 646.305376 | 82075.146316 | 236.0 |
| 5673 | 639 | Spain | Male | 34 | 5 | 139393.19 | 2 | 0 | 0 | 33950.08 | 1156 | 373.353974 | 6.459904 | 1278 | 4739368.46 | 0.4 | 1.225387 | 1.434790e-05 | 4.105828 | 18.794118 | 0.147059 | 0.018822 | low | adulthood | medium | intermediate | 652.527103 | 74842.035682 | 70.0 |
| 4272 | 640 | Spain | Female | 34 | 3 | 77826.80 | 1 | 1 | 1 | 168544.85 | 1156 | 278.974551 | 6.461468 | 640 | 2646111.20 | 1.0 | 1.403216 | 1.284904e-05 | 0.461757 | 18.823529 | 0.088235 | 0.003797 | low | adulthood | medium | new | 646.305376 | 74842.035682 | 390.0 |
| 8270 | 559 | Spain | Male | 34 | 0 | 0.00 | 1 | 1 | 0 | 182988.94 | 1156 | 0.000000 | 6.326149 | 559 | 0.00 | 0.5 | 1.165269 | 1.000000e+06 | 0.000000 | 16.441176 | 0.000000 | 0.003055 | low | adulthood | medium | new | 652.527103 | 74842.035682 | 429.0 |
| 7079 | 595 | Germany | Male | 30 | 9 | 130682.11 | 2 | 1 | 1 | 57862.88 | 900 | 361.499806 | 6.388561 | 1190 | 3920463.30 | 1.2 | 1.310274 | 1.530431e-05 | 2.258479 | 19.833333 | 0.300000 | 0.010283 | low | adulthood | medium | long_standing | 652.527103 | 60838.194412 | 148.0 |
| 5295 | 706 | Germany | Female | 29 | 6 | 185544.36 | 1 | 1 | 0 | 171037.63 | 841 | 430.748604 | 6.559615 | 706 | 5380786.44 | 0.5 | 1.845012 | 5.389547e-06 | 1.084816 | 24.344828 | 0.206897 | 0.004128 | high | adulthood | high | intermediate | 646.305376 | 77276.269697 | 421.0 |
| 845 | 505 | France | Male | 49 | 7 | 80001.23 | 1 | 0 | 0 | 135180.11 | 2401 | 282.844887 | 6.224558 | 505 | 3920060.27 | 0.2 | 1.244999 | 1.249981e-05 | 0.591812 | 10.306122 | 0.142857 | 0.003736 | low | middle_age | medium | long_standing | 652.527103 | 90635.463125 | 693.0 |
| 5311 | 714 | France | Female | 40 | 0 | 0.00 | 2 | 1 | 0 | 62762.12 | 1600 | 0.000000 | 6.570883 | 1428 | 0.00 | 0.7 | 0.813922 | 2.000000e+06 | 0.000000 | 17.850000 | 0.000000 | 0.011376 | low | middle_age | high | new | 646.305376 | 82075.146316 | 322.0 |
DF1
| credit_score | geography | gender | age | tenure | balance | num_of_products | has_cr_card | is_active_member | estimated_salary | age_squared | balance_sqrt | log_credit_score | credit_score_num_of_products | age_balance | engagement_score | customer_value_normalized | product_density | balance_salary_ratio | credit_score_age_ratio | tenure_age_ratio | credit_salary_ratio | balance_indicator | life_stage | cs_category | tenure_group | credit_score_gender | balance_age | salary_rank_geography | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1411 | 685 | Germany | Female | 30 | 4 | 84958.60 | 2 | 0 | 1 | 194343.72 | 900 | 291.476586 | 6.529419 | 1370 | 2548758.00 | 0.9 | 1.828144 | 2.354088e-05 | 0.437156 | 22.833333 | 0.133333 | 0.003525 | low | adulthood | medium | intermediate | 652.632381 | 74335.997911 | 1699.0 |
| 6804 | 692 | France | Female | 30 | 7 | 0.00 | 2 | 1 | 1 | 18826.34 | 900 | 0.000000 | 6.539586 | 1384 | 0.00 | 1.2 | 0.594135 | 2.000000e+06 | 0.000000 | 23.066667 | 0.233333 | 0.036757 | low | adulthood | medium | long_standing | 652.632381 | 74335.997911 | 313.0 |
| 8048 | 548 | Spain | Male | 33 | 6 | 0.00 | 1 | 1 | 1 | 31728.35 | 1089 | 0.000000 | 6.306275 | 548 | 0.00 | 1.0 | 0.408648 | 1.000000e+06 | 0.000000 | 16.606061 | 0.181818 | 0.017272 | low | adulthood | medium | intermediate | 650.100000 | 76651.244393 | 294.0 |
| 3615 | 415 | France | Male | 46 | 9 | 134950.19 | 3 | 0 | 0 | 178587.36 | 2116 | 367.355672 | 6.028279 | 1245 | 6207708.74 | 0.6 | 2.209066 | 2.223042e-05 | 0.755654 | 9.021739 | 0.195652 | 0.002324 | low | middle_age | low | long_standing | 650.100000 | 69628.132327 | 3140.0 |
| 7170 | 678 | France | Male | 36 | 0 | 107379.68 | 1 | 1 | 1 | 84460.18 | 1296 | 327.688389 | 6.519147 | 678 | 3865668.48 | 1.0 | 1.122758 | 9.312749e-06 | 1.271365 | 18.833333 | 0.000000 | 0.008027 | low | middle_age | medium | new | 650.100000 | 69000.615831 | 1480.0 |
| 3239 | 762 | Spain | Female | 19 | 6 | 0.00 | 2 | 1 | 0 | 55500.17 | 361 | 0.000000 | 6.635947 | 1524 | 0.00 | 0.7 | 0.777511 | 2.000000e+06 | 0.000000 | 40.105263 | 0.315789 | 0.013730 | low | adolescence | high | intermediate | 652.632381 | 62007.527647 | 492.0 |
| 7088 | 556 | France | Female | 54 | 4 | 150005.38 | 1 | 1 | 0 | 157015.50 | 2916 | 387.305280 | 6.320768 | 556 | 8100290.52 | 0.5 | 1.664357 | 6.666428e-06 | 0.955354 | 10.296296 | 0.074074 | 0.003541 | high | senior | medium | intermediate | 652.632381 | 81534.559403 | 2762.0 |
| 5787 | 729 | Germany | Male | 26 | 4 | 97268.10 | 2 | 1 | 0 | 39356.38 | 676 | 311.878342 | 6.591674 | 1458 | 2528970.60 | 0.7 | 1.104814 | 2.056173e-05 | 2.471470 | 28.038462 | 0.153846 | 0.018523 | low | adulthood | high | intermediate | 650.100000 | 78358.938043 | 337.0 |
| 3456 | 713 | France | Male | 33 | 6 | 94598.48 | 1 | 0 | 0 | 197519.66 | 1089 | 307.568659 | 6.569481 | 713 | 3121749.84 | 0.2 | 1.634462 | 1.057099e-05 | 0.478932 | 21.606061 | 0.181818 | 0.003610 | low | adulthood | high | intermediate | 650.100000 | 76651.244393 | 3460.0 |
| 1558 | 571 | France | Female | 35 | 1 | 104783.81 | 2 | 0 | 1 | 178512.52 | 1225 | 323.703275 | 6.347389 | 1142 | 3667433.35 | 0.9 | 1.832149 | 1.908692e-05 | 0.586983 | 16.314286 | 0.028571 | 0.003199 | low | adulthood | medium | new | 652.632381 | 82639.838694 | 3139.0 |
DF2
| credit_score | geography | gender | age | tenure | balance | num_of_products | has_cr_card | is_active_member | estimated_salary | age_squared | balance_sqrt | log_credit_score | credit_score_num_of_products | age_balance | engagement_score | customer_value_normalized | product_density | balance_salary_ratio | credit_score_age_ratio | tenure_age_ratio | credit_salary_ratio | balance_indicator | life_stage | cs_category | tenure_group | credit_score_gender | balance_age | salary_rank_geography | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4608 | 850 | Germany | Male | 42 | 8 | 119839.69 | 1 | 0 | 1 | 51016.02 | 1764 | 346.178697 | 6.745236 | 850 | 5033266.98 | 0.7 | 0.982813 | 8.344481e-06 | 2.349060 | 20.238095 | 0.190476 | 0.016661 | low | middle_age | high | long_standing | 652.527103 | 74373.372424 | 127.0 |
| 3641 | 640 | Spain | Male | 62 | 3 | 0.00 | 1 | 1 | 1 | 101663.47 | 3844 | 0.000000 | 6.461468 | 640 | 0.00 | 1.0 | 0.758497 | 1.000000e+06 | 0.000000 | 10.322581 | 0.048387 | 0.006295 | low | senior | medium | new | 652.527103 | 66343.824615 | 222.0 |
| 966 | 563 | France | Female | 34 | 6 | 139810.34 | 1 | 1 | 1 | 152417.79 | 1156 | 373.912209 | 6.333280 | 563 | 4753551.56 | 1.0 | 1.569598 | 7.152547e-06 | 0.917284 | 16.558824 | 0.176471 | 0.003694 | low | adulthood | medium | intermediate | 646.305376 | 74842.035682 | 772.0 |
| 8538 | 731 | Spain | Female | 33 | 5 | 137388.01 | 2 | 1 | 0 | 165000.68 | 1089 | 370.658886 | 6.594413 | 1462 | 4533804.33 | 0.7 | 1.872881 | 1.455731e-05 | 0.832651 | 22.151515 | 0.151515 | 0.004430 | low | adulthood | high | intermediate | 646.305376 | 74783.137912 | 382.0 |
| 5670 | 497 | France | Male | 32 | 8 | 0.00 | 2 | 1 | 0 | 67364.42 | 1024 | 0.000000 | 6.208590 | 994 | 0.00 | 0.7 | 0.836941 | 2.000000e+06 | 0.000000 | 15.531250 | 0.250000 | 0.007378 | low | adulthood | low | long_standing | 652.527103 | 80080.022581 | 351.0 |
| 5768 | 674 | France | Male | 36 | 2 | 154525.70 | 1 | 0 | 1 | 27468.72 | 1296 | 393.097571 | 6.513230 | 674 | 5562925.20 | 0.7 | 1.003283 | 6.471415e-06 | 5.625515 | 18.722222 | 0.055556 | 0.024537 | high | middle_age | medium | new | 652.527103 | 83660.840098 | 131.0 |
| 833 | 634 | Germany | Male | 37 | 3 | 111432.77 | 2 | 1 | 1 | 167032.49 | 1369 | 333.815473 | 6.452049 | 1268 | 4123012.49 | 1.2 | 1.779594 | 1.794804e-05 | 0.667132 | 17.135135 | 0.081081 | 0.003796 | low | middle_age | medium | new | 652.527103 | 75995.657174 | 413.0 |
| 9719 | 516 | Germany | Female | 47 | 9 | 128298.74 | 1 | 0 | 0 | 149614.17 | 2209 | 358.188135 | 6.246107 | 516 | 6030040.78 | 0.2 | 1.509694 | 7.794309e-06 | 0.857531 | 10.978723 | 0.191489 | 0.003449 | low | middle_age | medium | long_standing | 646.305376 | 89368.100000 | 372.0 |
| 2776 | 689 | France | Male | 39 | 7 | 0.00 | 2 | 0 | 0 | 14917.09 | 1521 | 0.000000 | 6.535241 | 1378 | 0.00 | 0.4 | 0.574612 | 2.000000e+06 | 0.000000 | 17.666667 | 0.179487 | 0.046189 | low | middle_age | medium | long_standing | 652.527103 | 80612.254730 | 81.0 |
| 3776 | 750 | France | Male | 33 | 2 | 152302.72 | 1 | 1 | 0 | 71333.44 | 1089 | 390.259811 | 6.620073 | 750 | 5025989.76 | 0.5 | 1.213824 | 6.565871e-06 | 2.135082 | 22.727273 | 0.060606 | 0.010514 | high | adulthood | high | new | 652.527103 | 74783.137912 | 372.0 |
DF1
| credit_score | geography | gender | age | tenure | balance | num_of_products | has_cr_card | is_active_member | estimated_salary | age_squared | balance_sqrt | log_credit_score | credit_score_num_of_products | age_balance | engagement_score | customer_value_normalized | product_density | balance_salary_ratio | credit_score_age_ratio | tenure_age_ratio | credit_salary_ratio | balance_indicator | life_stage | cs_category | tenure_group | credit_score_gender | balance_age | salary_rank_geography | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | ||||||||||||||||||||||||||||||
DF2
| credit_score | geography | gender | age | tenure | balance | num_of_products | has_cr_card | is_active_member | estimated_salary | age_squared | balance_sqrt | log_credit_score | credit_score_num_of_products | age_balance | engagement_score | customer_value_normalized | product_density | balance_salary_ratio | credit_score_age_ratio | tenure_age_ratio | credit_salary_ratio | balance_indicator | life_stage | cs_category | tenure_group | credit_score_gender | balance_age | salary_rank_geography | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | ||||||||||||||||||||||||||||||